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    2018

    Title Conf Code Stars
    Video-to-Video Synthesis NIPS code 5578
    Deep Image Prior CVPR code 3736
    StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation CVPR code 3405
    Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network ECCV code 2434
    Learning to See in the Dark CVPR code 2326
    Glow: Generative Flow with Invertible 1x1 Convolutions NIPS code 2088
    Squeeze-and-Excitation Networks CVPR code 1477
    Efficient Neural Architecture Search via Parameters Sharing ICML code 1382
    Multimodal Unsupervised Image-to-image Translation ECCV code 1296
    Non-Local Neural Networks CVPR code 992
    Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? CVPR code 924
    Single-Shot Refinement Neural Network for Object Detection CVPR code 875
    Image Generation From Scene Graphs CVPR code 851
    GANimation: Anatomically-aware Facial Animation from a Single Image ECCV code 772
    Simple Baselines for Human Pose Estimation and Tracking ECCV code 752
    Visualizing the Loss Landscape of Neural Nets NIPS code 724
    Detect-and-Track: Efficient Pose Estimation in Videos CVPR code 650
    Relation Networks for Object Detection CVPR code 635
    Generative Image Inpainting With Contextual Attention CVPR code 609
    PointCNN NIPS code 607
    Look at Boundary: A Boundary-Aware Face Alignment Algorithm CVPR code 575
    Pelee: A Real-Time Object Detection System on Mobile Devices NIPS code 548
    Distractor-aware Siamese Networks for Visual Object Tracking ECCV code 545
    Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples ICML code 535
    Which Training Methods for GANs do actually Converge? ICML code 520
    End-to-End Recovery of Human Shape and Pose CVPR code 502
    Taskonomy: Disentangling Task Transfer Learning CVPR code 502
    Cascaded Pyramid Network for Multi-Person Pose Estimation CVPR code 497
    Neural 3D Mesh Renderer CVPR code 489
    Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs CVPR code 489
    In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR code 485
    The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR code 447
    Frustum PointNets for 3D Object Detection From RGB-D Data CVPR code 434
    The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks CVPR code 416
    ICNet for Real-Time Semantic Segmentation on High-Resolution Images ECCV code 415
    PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR code 398
    Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR code 397
    Gibson Env: Real-World Perception for Embodied Agents CVPR code 385
    Acquisition of Localization Confidence for Accurate Object Detection ECCV code 384
    Noise2Noise: Learning Image Restoration without Clean Data ICML code 370
    GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR code 359
    GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR code 359
    A Style-Aware Content Loss for Real-time HD Style Transfer ECCV code 349
    Soccer on Your Tabletop CVPR code 338
    Pyramid Stereo Matching Network CVPR code 335
    Neural Baby Talk CVPR code 332
    License Plate Detection and Recognition in Unconstrained Scenarios ECCV code 326
    Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors CVPR code 326
    Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images ECCV code 323
    Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning CVPR code 317
    Fast End-to-End Trainable Guided Filter CVPR code 312
    Deep Clustering for Unsupervised Learning of Visual Features ECCV code 302
    Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR code 294
    Neural Relational Inference for Interacting Systems ICML code 289
    Adversarially Regularized Autoencoders ICML code 282
    Learning to Adapt Structured Output Space for Semantic Segmentation CVPR code 280
    Convolutional Neural Networks With Alternately Updated Clique CVPR code 272
    Learning to Segment Every Thing CVPR code 269
    Supervising Unsupervised Learning NIPS code 262
    LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR code 261
    Bilinear Attention Networks NIPS code 258
    ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation ECCV code 254
    An intriguing failing of convolutional neural networks and the CoordConv solution NIPS code 249
    End-to-End Learning of Motion Representation for Video Understanding CVPR code 238
    Image Super-Resolution Using Very Deep Residual Channel Attention Networks ECCV code 234
    Iterative Visual Reasoning Beyond Convolutions CVPR code 228
    Semi-Parametric Image Synthesis CVPR code 226
    Compressed Video Action Recognition CVPR code 225
    Style Aggregated Network for Facial Landmark Detection CVPR code 223
    Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR code 220
    Multi-Content GAN for Few-Shot Font Style Transfer CVPR code 218
    GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ICML code 214
    Referring Relationships CVPR code 210
    MoCoGAN: Decomposing Motion and Content for Video Generation CVPR code 205
    Latent Alignment and Variational Attention NIPS code 204
    LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image CVPR code 202
    Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR code 197
    An End-to-End TextSpotter With Explicit Alignment and Attention CVPR code 195
    DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR code 189
    SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR code 188
    Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR code 186
    Single View Stereo Matching CVPR code 182
    MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR code 181
    ECO: Efficient Convolutional Network for Online Video Understanding ECCV code 180
    Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR code 180
    ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR code 179
    Video Based Reconstruction of 3D People Models CVPR code 179
    Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks CVPR code 178
    Learning Category-Specific Mesh Reconstruction from Image Collections ECCV code 176
    Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NIPS code 175
    BSN: Boundary Sensitive Network for Temporal Action Proposal Generation ECCV code 175
    Group Normalization ECCV code 175
    Real-Time Seamless Single Shot 6D Object Pose Prediction CVPR code 174
    MVSNet: Depth Inference for Unstructured Multi-view Stereo ECCV code 174
    Neural Motifs: Scene Graph Parsing With Global Context CVPR code 171
    Learning a Single Convolutional Super-Resolution Network for Multiple Degradations CVPR code 169
    Optimizing Video Object Detection via a Scale-Time Lattice CVPR code 168
    MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network ECCV code 167
    Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR code 166
    Weakly Supervised Instance Segmentation Using Class Peak Response CVPR code 166
    PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image CVPR code 164
    Residual Dense Network for Image Super-Resolution CVPR code 163
    Embodied Question Answering CVPR code 162
    Evolved Policy Gradients NIPS code 160
    Camera Style Adaptation for Person Re-Identification CVPR code 159
    Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer CVPR code 159
    Scale-Recurrent Network for Deep Image Deblurring CVPR code 159
    Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction CVPR code 158
    Relational recurrent neural networks NIPS code 157
    Densely Connected Pyramid Dehazing Network CVPR code 155
    Image Inpainting for Irregular Holes Using Partial Convolutions ECCV code 153
    SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR code 152
    Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR code 152
    ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR code 152
    DenseASPP for Semantic Segmentation in Street Scenes CVPR code 151
    Facelet-Bank for Fast Portrait Manipulation CVPR code 150
    Self-Imitation Learning ICML code 145
    Graph R-CNN for Scene Graph Generation ECCV code 144
    A Closer Look at Spatiotemporal Convolutions for Action Recognition CVPR code 143
    Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR code 143
    Quantized Densely Connected U-Nets for Efficient Landmark Localization ECCV code 143
    Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining ECCV code 142
    Two-Stream Convolutional Networks for Dynamic Texture Synthesis CVPR code 141
    Integral Human Pose Regression ECCV code 141
    Adaptive Affinity Fields for Semantic Segmentation ECCV code 141
    LSTM Pose Machines CVPR code 141
    Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR code 140
    Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR code 139
    Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification CVPR code 137
    Learning to Compare: Relation Network for Few-Shot Learning CVPR code 135
    CosFace: Large Margin Cosine Loss for Deep Face Recognition CVPR code 135
    Deep Depth Completion of a Single RGB-D Image CVPR code 134
    Deep Back-Projection Networks for Super-Resolution CVPR code 132
    Context Embedding Networks CVPR code 131
    Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics CVPR code 131
    Perturbative Neural Networks CVPR code 130
    Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML code 129
    Fast and Accurate Online Video Object Segmentation via Tracking Parts CVPR code 129
    Nonlinear 3D Face Morphable Model CVPR code 128
    BodyNet: Volumetric Inference of 3D Human Body Shapes ECCV code 126
    3D-CODED: 3D Correspondences by Deep Deformation ECCV code 125
    DeepMVS: Learning Multi-View Stereopsis CVPR code 125
    Hierarchical Imitation and Reinforcement Learning ICML code 124
    Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR code 123
    L4: Practical loss-based stepsize adaptation for deep learning NIPS code 123
    A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR code 122
    Recurrent Relational Networks NIPS code 121
    Gated Path Planning Networks ICML code 121
    PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV code 121
    Rethinking Feature Distribution for Loss Functions in Image Classification CVPR code 120
    Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR code 118
    FOTS: Fast Oriented Text Spotting With a Unified Network CVPR code 118
    ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes ECCV code 117
    PU-Net: Point Cloud Upsampling Network CVPR code 117
    PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning CVPR code 117
    Long-term Tracking in the Wild: a Benchmark ECCV code 116
    Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR code 114
    Repulsion Loss: Detecting Pedestrians in a Crowd CVPR code 113
    Unsupervised Attention-guided Image-to-Image Translation NIPS code 110
    Attention-based Deep Multiple Instance Learning ICML code 109
    Learning Blind Video Temporal Consistency ECCV code 109
    Noisy Natural Gradient as Variational Inference ICML code 108
    End-to-End Weakly-Supervised Semantic Alignment CVPR code 106
    Decoupled Networks CVPR code 105
    LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR code 104
    MAttNet: Modular Attention Network for Referring Expression Comprehension CVPR code 104
    LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks ECCV code 103
    FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors CVPR code 100
    Deep Mutual Learning CVPR code 100
    Macro-Micro Adversarial Network for Human Parsing ECCV code 98
    ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR code 97
    Learning Depth From Monocular Videos Using Direct Methods CVPR code 97
    VITON: An Image-Based Virtual Try-On Network CVPR code 95
    Cascade R-CNN: Delving Into High Quality Object Detection CVPR code 93
    Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV code 93
    Future Frame Prediction for Anomaly Detection – A New Baseline CVPR code 92
    Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence ECCV code 92
    Tell Me Where to Look: Guided Attention Inference Network CVPR code 91
    Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR code 90
    Learning SO(3) Equivariant Representations with Spherical CNNs ECCV code 89
    One-Shot Unsupervised Cross Domain Translation NIPS code 89
    Synthesizing Images of Humans in Unseen Poses CVPR code 88
    Depth-aware CNN for RGB-D Segmentation ECCV code 88
    Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights ECCV code 88
    Knowledge Aided Consistency for Weakly Supervised Phrase Grounding CVPR code 87
    CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes CVPR code 87
    Neural Arithmetic Logic Units NIPS code 87
    A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR code 87
    VITAL: VIsual Tracking via Adversarial Learning CVPR code 86
    Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking CVPR code 86
    Recurrent Pixel Embedding for Instance Grouping CVPR code 85
    SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation CVPR code 84
    Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR code 84
    Repeatability Is Not Enough: Learning Affine Regions via Discriminability ECCV code 84
    “Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR code 84
    DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency ECCV code 82
    Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR code 80
    Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation ECCV code 78
    Generalizing A Person Retrieval Model Hetero- and Homogeneously ECCV code 78
    Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR code 77
    Pairwise Confusion for Fine-Grained Visual Classification ECCV code 77
    Learning to Reweight Examples for Robust Deep Learning ICML code 76
    Improving Generalization via Scalable Neighborhood Component Analysis ECCV code 76
    SparseMAP: Differentiable Sparse Structured Inference ICML code 75
    PDE-Net: Learning PDEs from Data ICML code 75
    Pose-Normalized Image Generation for Person Re-identification ECCV code 75
    Disentangled Person Image Generation CVPR code 75
    Learning to Navigate for Fine-grained Classification ECCV code 74
    Superpixel Sampling Networks ECCV code 74
    Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV code 74
    3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation ECCV code 74
    Ordinal Depth Supervision for 3D Human Pose Estimation CVPR code 74
    Path-Level Network Transformation for Efficient Architecture Search ICML code 73
    Diverse Image-to-Image Translation via Disentangled Representations ECCV code 72
    Visual Feature Attribution Using Wasserstein GANs CVPR code 72
    Real-World Anomaly Detection in Surveillance Videos CVPR code 72
    Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR code 72
    Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image ECCV code 72
    Learning to Find Good Correspondences CVPR code 72
    Learning Less Is More - 6D Camera Localization via 3D Surface Regression CVPR code 72
    Object Level Visual Reasoning in Videos ECCV code 71
    Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR code 71
    Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR code 71
    Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR code 71
    Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR code 70
    Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR code 70
    PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR code 69
    Progressive Neural Architecture Search ECCV code 68
    Generative Neural Machine Translation NIPS code 68
    Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR code 67
    Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR code 67
    Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR code 67
    Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking CVPR code 67
    Pointwise Convolutional Neural Networks CVPR code 67
    Optimizing the Latent Space of Generative Networks ICML code 66
    Part-Aligned Bilinear Representations for Person Re-Identification ECCV code 64
    Geometry-Aware Learning of Maps for Camera Localization CVPR code 63
    Fighting Fake News: Image Splice Detection via Learned Self-Consistency ECCV code 62
    Isolating Sources of Disentanglement in Variational Autoencoders NIPS code 62
    Neural Program Synthesis from Diverse Demonstration Videos ICML code 62
    Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation ECCV code 61
    Rotation-Sensitive Regression for Oriented Scene Text Detection CVPR code 61
    Human Semantic Parsing for Person Re-Identification CVPR code 61
    Unsupervised Discovery of Object Landmarks as Structural Representations CVPR code 61
    IQA: Visual Question Answering in Interactive Environments CVPR code 60
    Hierarchical Long-term Video Prediction without Supervision ICML code 60
    Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency ECCV code 60
    Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR code 59
    Neural Style Transfer via Meta Networks CVPR code 59
    Frame-Recurrent Video Super-Resolution CVPR code 58
    PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction ECCV code 57
    CBAM: Convolutional Block Attention Module ECCV code 57
    Decorrelated Batch Normalization CVPR code 57
    Learning Conditioned Graph Structures for Interpretable Visual Question Answering NIPS code 57
    Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition ECCV code 57
    Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR code 56
    Deep Marching Cubes: Learning Explicit Surface Representations CVPR code 56
    Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR code 56
    LF-Net: Learning Local Features from Images NIPS code 55
    Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model ECCV code 55
    Discriminability Objective for Training Descriptive Captions CVPR code 54
    BlockDrop: Dynamic Inference Paths in Residual Networks CVPR code 54
    Conditional Probability Models for Deep Image Compression CVPR code 54
    Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR code 54
    Learning towards Minimum Hyperspherical Energy NIPS code 54
    DeepVS: A Deep Learning Based Video Saliency Prediction Approach ECCV code 53
    Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting ECCV code 52
    Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR code 52
    Wasserstein Introspective Neural Networks CVPR code 51
    SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR code 51
    Self-produced Guidance for Weakly-supervised Object Localization ECCV code 51
    Measuring abstract reasoning in neural networks ICML code 51
    A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation NIPS code 51
    RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials CVPR code 51
    Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation ECCV code 50
    Efficient end-to-end learning for quantizable representations ICML code 50
    Visual Question Generation as Dual Task of Visual Question Answering CVPR code 50
    Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam ICML code 49
    Surface Networks CVPR code 48
    Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML code 48
    Stacked Cross Attention for Image-Text Matching ECCV code 48
    Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR code 48
    Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR code 47
    Learning-based Video Motion Magnification ECCV code 47
    Pose Partition Networks for Multi-Person Pose Estimation ECCV code 47
    Neural Autoregressive Flows ICML code 47
    Weakly- and Semi-Supervised Panoptic Segmentation ECCV code 46
    Video Re-localization ECCV code 46
    Real-time 'Actor-Critic' Tracking ECCV code 46
    Black-box Adversarial Attacks with Limited Queries and Information ICML code 46
    Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML code 46
    Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR code 46
    Differentiable Compositional Kernel Learning for Gaussian Processes ICML code 45
    Visualizing and Understanding Atari Agents ICML code 45
    Image Manipulation with Perceptual Discriminators ECCV code 45
    Learning Intrinsic Image Decomposition From Watching the World CVPR code 45
    Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML code 44
    Learning Pose Specific Representations by Predicting Different Views CVPR code 44
    Zero-Shot Object Detection ECCV code 43
    Mean Field Multi-Agent Reinforcement Learning ICML code 43
    Partial Adversarial Domain Adaptation ECCV code 43
    Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation ECCV code 43
    Robust Classification With Convolutional Prototype Learning CVPR code 43
    SimplE Embedding for Link Prediction in Knowledge Graphs NIPS code 42
    PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning ICML code 42
    Learning to Blend Photos ECCV code 42
    Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR code 41
    Link Prediction Based on Graph Neural Networks NIPS code 41
    Generalisation in humans and deep neural networks NIPS code 41
    Towards Binary-Valued Gates for Robust LSTM Training ICML code 41
    Multi-scale Residual Network for Image Super-Resolution ECCV code 41
    Fully Motion-Aware Network for Video Object Detection ECCV code 41
    Interpretable Convolutional Neural Networks CVPR code 40
    Generative Adversarial Perturbations CVPR code 40
    The Sound of Pixels ECCV code 40
    Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR code 40
    Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance ECCV code 40
    Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation NIPS code 40
    Learning Warped Guidance for Blind Face Restoration ECCV code 39
    Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR code 39
    Learning Semantic Representations for Unsupervised Domain Adaptation ICML code 39
    Neural Architecture Search with Bayesian Optimisation and Optimal Transport NIPS code 39
    Mutual Information Neural Estimation ICML code 39
    NetGAN: Generating Graphs via Random Walks ICML code 39
    Learning to Evaluate Image Captioning CVPR code 38
    Hyperbolic Neural Networks NIPS code 37
    Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation ECCV code 37
    Adversarially Learned One-Class Classifier for Novelty Detection CVPR code 37
    Disentangling by Factorising ICML code 37
    Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML code 37
    Tangent Convolutions for Dense Prediction in 3D CVPR code 37
    Few-Shot Image Recognition by Predicting Parameters From Activations CVPR code 37
    Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer CVPR code 37
    Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS code 36
    SeGAN: Segmenting and Generating the Invisible CVPR code 36
    Graphical Generative Adversarial Networks NIPS code 36
    PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR code 36
    Gated Fusion Network for Single Image Dehazing CVPR code 35
    Neural Code Comprehension: A Learnable Representation of Code Semantics NIPS code 35
    Eye In-Painting With Exemplar Generative Adversarial Networks CVPR code 35
    Deep One-Class Classification ICML code 34
    Deep Regression Tracking with Shrinkage Loss ECCV code 34
    Deflecting Adversarial Attacks With Pixel Deflection CVPR code 34
    Learning Visual Question Answering by Bootstrapping Hard Attention ECCV code 33
    Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR code 33
    Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR code 33
    CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise CVPR code 33
    Speaker-Follower Models for Vision-and-Language Navigation NIPS code 33
    Improving Shape Deformation in Unsupervised Image-to-Image Translation ECCV code 33
    Learning Single-View 3D Reconstruction with Limited Pose Supervision ECCV code 33
    3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data NIPS code 33
    Adversarial Logit Pairing NIPS code 32
    Attention in Convolutional LSTM for Gesture Recognition NIPS code 32
    Graph-Cut RANSAC CVPR code 32
    Neural Guided Constraint Logic Programming for Program Synthesis NIPS code 32
    Learning Dynamic Memory Networks for Object Tracking ECCV code 32
    GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints ECCV code 32
    A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks NIPS code 32
    Flow-Grounded Spatial-Temporal Video Prediction from Still Images ECCV code 32
    Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection ECCV code 32
    On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR code 31
    Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR code 31
    SketchyScene: Richly-Annotated Scene Sketches ECCV code 31
    Deep Randomized Ensembles for Metric Learning ECCV code 30
    Deep High Dynamic Range Imaging with Large Foreground Motions ECCV code 30
    Revisiting Video Saliency: A Large-Scale Benchmark and a New Model CVPR code 30
    Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR code 30
    Deep Model-Based 6D Pose Refinement in RGB ECCV code 30
    TOM-Net: Learning Transparent Object Matting From a Single Image CVPR code 30
    Quaternion Convolutional Neural Networks ECCV code 30
    Densely Connected Attention Propagation for Reading Comprehension NIPS code 30
    A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising ECCV code 30
    Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML code 29
    Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR code 29
    Recurrent Scene Parsing With Perspective Understanding in the Loop CVPR code 29
    Single Shot Scene Text Retrieval ECCV code 29
    Toward Characteristic-Preserving Image-based Virtual Try-On Network ECCV code 29
    Explainable Neural Computation via Stack Neural Module Networks ECCV code 29
    Exploring Disentangled Feature Representation Beyond Face Identification CVPR code 29
    Controllable Video Generation With Sparse Trajectories CVPR code 28
    Layer-structured 3D Scene Inference via View Synthesis ECCV code 28
    Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation ECCV code 28
    PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR code 28
    Learning Rich Features for Image Manipulation Detection CVPR code 27
    Fast Video Object Segmentation by Reference-Guided Mask Propagation CVPR code 27
    3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration ECCV code 27
    Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR code 27
    EC-Net: an Edge-aware Point set Consolidation Network ECCV code 27
    Interpretable Intuitive Physics Model ECCV code 27
    Learning a Discriminative Feature Network for Semantic Segmentation CVPR code 26
    Partial Transfer Learning With Selective Adversarial Networks CVPR code 26
    Cross-Modal Deep Variational Hand Pose Estimation CVPR code 26
    Between-Class Learning for Image Classification CVPR code 26
    AON: Towards Arbitrarily-Oriented Text Recognition CVPR code 26
    Conditional Image-to-Image Translation CVPR code 25
    Learning Convolutional Networks for Content-Weighted Image Compression CVPR code 25
    Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR code 25
    Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries ECCV code 25
    CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation CVPR code 25
    Deep Texture Manifold for Ground Terrain Recognition CVPR code 25
    Audio-Visual Event Localization in Unconstrained Videos ECCV code 25
    First Order Generative Adversarial Networks ICML code 25
    Visual Coreference Resolution in Visual Dialog using Neural Module Networks ECCV code 25
    SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR code 24
    Deep Reinforcement Learning of Marked Temporal Point Processes NIPS code 24
    Explicit Inductive Bias for Transfer Learning with Convolutional Networks ICML code 24
    LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR code 24
    Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes ECCV code 24
    Multi-Agent Diverse Generative Adversarial Networks CVPR code 23
    Face Aging With Identity-Preserved Conditional Generative Adversarial Networks CVPR code 23
    Learning to Separate Object Sounds by Watching Unlabeled Video ECCV code 23
    Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML code 23
    To Trust Or Not To Trust A Classifier NIPS code 23
    Im2Flow: Motion Hallucination From Static Images for Action Recognition CVPR code 22
    ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR code 22
    Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning CVPR code 22
    Anonymous Walk Embeddings ICML code 22
    Learning to Multitask NIPS code 22
    CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR code 22
    HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR code 22
    Hierarchical Relational Networks for Group Activity Recognition and Retrieval ECCV code 22
    Collaborative and Adversarial Network for Unsupervised Domain Adaptation CVPR code 22
    Geometry-Aware Scene Text Detection With Instance Transformation Network CVPR code 22
    Learning to Promote Saliency Detectors CVPR code 21
    CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR code 21
    Local Spectral Graph Convolution for Point Set Feature Learning ECCV code 21
    HiDDeN: Hiding Data with Deep Networks ECCV code 21
    GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR code 20
    Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR code 20
    Fully-Convolutional Point Networks for Large-Scale Point Clouds ECCV code 20
    Learning Superpixels With Segmentation-Aware Affinity Loss CVPR code 20
    Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR code 20
    Crowd Counting With Deep Negative Correlation Learning CVPR code 20
    Dimensionality-Driven Learning with Noisy Labels ICML code 20
    Objects that Sound ECCV code 20
    Deep Expander Networks: Efficient Deep Networks from Graph Theory ECCV code 19
    Low-Shot Learning With Large-Scale Diffusion CVPR code 19
    Low-Shot Learning With Imprinted Weights CVPR code 19
    Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR code 19
    Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR code 19
    Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders ECCV code 19
    CTAP: Complementary Temporal Action Proposal Generation ECCV code 18
    DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NIPS code 18
    Conditional Image-Text Embedding Networks ECCV code 18
    EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR code 18
    Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points CVPR code 18
    Bayesian Optimization of Combinatorial Structures ICML code 18
    FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR code 18
    Learning Type-Aware Embeddings for Fashion Compatibility ECCV code 17
    Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR code 17
    Revisiting Deep Intrinsic Image Decompositions CVPR code 17
    A Spectral Approach to Gradient Estimation for Implicit Distributions ICML code 17
    Hierarchical Novelty Detection for Visual Object Recognition CVPR code 17
    Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies CVPR code 17
    Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR code 17
    Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR code 17
    Triplet Loss in Siamese Network for Object Tracking ECCV code 17
    Adversarial Attack on Graph Structured Data ICML code 17
    Arbitrary Style Transfer With Deep Feature Reshuffle CVPR code 17
    Visual Question Reasoning on General Dependency Tree CVPR code 17
    Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition ECCV code 16
    Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks NIPS code 16
    Coded Sparse Matrix Multiplication ICML code 16
    Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment CVPR code 16
    Recovering 3D Planes from a Single Image via Convolutional Neural Networks ECCV code 16
    SegStereo: Exploiting Semantic Information for Disparity Estimation ECCV code 16
    Functional Gradient Boosting based on Residual Network Perception ICML code 16
    NAG: Network for Adversary Generation CVPR code 16
    Generative Probabilistic Novelty Detection with Adversarial Autoencoders NIPS code 16
    Hashing as Tie-Aware Learning to Rank CVPR code 15
    Pose Proposal Networks ECCV code 15
    Convolutional Sequence to Sequence Model for Human Dynamics CVPR code 15
    Joint Pose and Expression Modeling for Facial Expression Recognition CVPR code 15
    Grounding Referring Expressions in Images by Variational Context CVPR code 15
    Rethinking the Form of Latent States in Image Captioning ECCV code 15
    Open Set Domain Adaptation by Backpropagation ECCV code 15
    Neural Sign Language Translation CVPR code 15
    SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters ECCV code 15
    Efficient Neural Audio Synthesis ICML code 15
    Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR code 14
    Image Transformer ICML code 14
    Learning to Understand Image Blur CVPR code 14
    Learning and Using the Arrow of Time CVPR code 14
    Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR code 14
    Learning to Forecast and Refine Residual Motion for Image-to-Video Generation ECCV code 14
    Multi-Scale Weighted Nuclear Norm Image Restoration CVPR code 14
    Synthesizing Robust Adversarial Examples ICML code 13
    Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data ECCV code 13
    Assessing Generative Models via Precision and Recall NIPS code 13
    Deep Diffeomorphic Transformer Networks CVPR code 13
    Learning by Asking Questions CVPR code 13
    Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR code 13
    Variational Autoencoders for Deforming 3D Mesh Models CVPR code 13
    Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR code 13
    Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR code 13
    Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML code 13
    Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR code 13
    Finding Influential Training Samples for Gradient Boosted Decision Trees ICML code 13
    Gesture Recognition: Focus on the Hands CVPR code 12
    Cross-View Image Synthesis Using Conditional GANs CVPR code 12
    Joint Optimization Framework for Learning With Noisy Labels CVPR code 12
    Future Person Localization in First-Person Videos CVPR code 12
    AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos ECCV code 12
    Learning Transferable Architectures for Scalable Image Recognition CVPR code 12
    Clipped Action Policy Gradient ICML code 12
    Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation CVPR code 12
    Decouple Learning for Parameterized Image Operators ECCV code 12
    Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction ICML code 12
    Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS code 12
    AMNet: Memorability Estimation With Attention CVPR code 12
    Adversarial Time-to-Event Modeling ICML code 12
    Reversible Recurrent Neural Networks NIPS code 12
    Human Pose Estimation With Parsing Induced Learner CVPR code 11
    ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking ECCV code 11
    A Joint Sequence Fusion Model for Video Question Answering and Retrieval ECCV code 11
    Learning Face Age Progression: A Pyramid Architecture of GANs CVPR code 11
    Robust Physical-World Attacks on Deep Learning Visual Classification CVPR code 11
    High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML code 11
    Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML code 11
    Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR code 11
    Accelerating Natural Gradient with Higher-Order Invariance ICML code 11
    Hierarchical Multi-Label Classification Networks ICML code 11
    Convolutional Image Captioning CVPR code 11
    Boosting Domain Adaptation by Discovering Latent Domains CVPR code 11
    Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR code 10
    PacGAN: The power of two samples in generative adversarial networks NIPS code 10
    Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR code 10
    End-to-End Incremental Learning ECCV code 10
    Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation CVPR code 10
    On GANs and GMMs NIPS code 10
    Salient Object Detection Driven by Fixation Prediction CVPR code 9
    Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR code 9
    Constraint-Aware Deep Neural Network Compression ECCV code 9
    Statistically-motivated Second-order Pooling ECCV code 9
    Excitation Backprop for RNNs CVPR code 9
    Analyzing Uncertainty in Neural Machine Translation ICML code 9
    Learning Dynamics of Linear Denoising Autoencoders ICML code 9
    Saliency Detection in 360° Videos ECCV code 9
    Density Adaptive Point Set Registration CVPR code 9
    Decoupled Parallel Backpropagation with Convergence Guarantee ICML code 9
    Classification from Pairwise Similarity and Unlabeled Data ICML code 9
    oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML code 9
    Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML code 9
    Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR code 9
    Towards Open-Set Identity Preserving Face Synthesis CVPR code 9
    Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR code 8
    BourGAN: Generative Networks with Metric Embeddings NIPS code 8
    Fast Information-theoretic Bayesian Optimisation ICML code 8
    Deep Variational Reinforcement Learning for POMDPs ICML code 8
    Specular-to-Diffuse Translation for Multi-View Reconstruction ECCV code 8
    Dynamic Conditional Networks for Few-Shot Learning ECCV code 8
    Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR code 8
    High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR code 8
    Deep Defense: Training DNNs with Improved Adversarial Robustness NIPS code 8
    Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML code 8
    Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-based Modeling ECCV code 7
    Non-metric Similarity Graphs for Maximum Inner Product Search NIPS code 7
    Towards Realistic Predictors ECCV code 7
    Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NIPS code 7
    Don’t Just Assume Look and Answer: Overcoming Priors for Visual Question Answering CVPR code 7
    Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR code 7
    The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML code 7
    DVQA: Understanding Data Visualizations via Question Answering CVPR code 7
    A Two-Step Disentanglement Method CVPR code 7
    Detecting and Correcting for Label Shift with Black Box Predictors ICML code 7
    Conditional Prior Networks for Optical Flow ECCV code 7
    Generative Adversarial Learning Towards Fast Weakly Supervised Detection CVPR code 7
    Adversarial Learning with Local Coordinate Coding ICML code 7
    Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR code 7
    AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR code 7
    Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML code 7
    Banach Wasserstein GAN NIPS code 7
    Gradually Updated Neural Networks for Large-Scale Image Recognition ICML code 7
    Learning Steady-States of Iterative Algorithms over Graphs ICML code 7
    Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR code 7
    Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR code 6
    Unsupervised holistic image generation from key local patches ECCV code 6
    Inner Space Preserving Generative Pose Machine ECCV code 6
    Bilevel Programming for Hyperparameter Optimization and Meta-Learning ICML code 6
    Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition CVPR code 6
    Breaking the Activation Function Bottleneck through Adaptive Parameterization NIPS code 6
    Ultra Large-Scale Feature Selection using Count-Sketches ICML code 6
    Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks CVPR code 6
    Orthogonally Decoupled Variational Gaussian Processes NIPS code 6
    Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design ICML code 6
    A Modulation Module for Multi-task Learning with Applications in Image Retrieval ECCV code 6
    A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos CVPR code 6
    Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR code 5
    Disentangling Factors of Variation by Mixing Them CVPR code 5
    Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior ECCV code 5
    Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML code 5
    Contour Knowledge Transfer for Salient Object Detection ECCV code 5
    HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning ECCV code 5
    Sidekick Policy Learning for Active Visual Exploration ECCV code 5
    Learning to Localize Sound Source in Visual Scenes CVPR code 5
    Neural Architecture Optimization NIPS code 5
    COLA: Decentralized Linear Learning NIPS code 5
    Diverse and Coherent Paragraph Generation from Images ECCV code 5
    DRACO: Byzantine-resilient Distributed Training via Redundant Gradients ICML code 5
    Inter and Intra Topic Structure Learning with Word Embeddings ICML code 5
    Estimating the Success of Unsupervised Image to Image Translation ECCV code 5
    Dynamic-Structured Semantic Propagation Network CVPR code 5
    The Description Length of Deep Learning models NIPS code 5
    Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving ECCV code 5
    Blind Justice: Fairness with Encrypted Sensitive Attributes ICML code 5
    Transfer Learning via Learning to Transfer ICML code 5
    Deepcode: Feedback Codes via Deep Learning NIPS code 4
    Configurable Markov Decision Processes ICML code 4
    A Framework for Evaluating 6-DOF Object Trackers ECCV code 4
    Differentially Private Database Release via Kernel Mean Embeddings ICML code 4
    Recognizing Human Actions as the Evolution of Pose Estimation Maps CVPR code 4
    Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images CVPR code 4
    DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map CVPR code 4
    Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification ECCV code 4
    Tracking Emerges by Colorizing Videos ECCV code 4
    Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes ECCV code 4
    Inference Suboptimality in Variational Autoencoders ICML code 4
    Black Box FDR ICML code 4
    Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR code 4
    Quadrature-based features for kernel approximation NIPS code 4
    Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking ECCV code 4
    Transferable Adversarial Perturbations ECCV code 4
    Single Image Water Hazard Detection using FCN with Reflection Attention Units ECCV code 4
    Multimodal Generative Models for Scalable Weakly-Supervised Learning NIPS code 4
    Importance Weighted Transfer of Samples in Reinforcement Learning ICML code 3
    Feature Generating Networks for Zero-Shot Learning CVPR code 3
    DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML code 3
    CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces NIPS code 3
    Bidirectional Retrieval Made Simple CVPR code 3
    Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages NIPS code 3
    A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR code 3
    Spatially-Adaptive Filter Units for Deep Neural Networks CVPR code 3
    Learning to Branch ICML code 3
    Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives NIPS code 3
    Lifelong Learning via Progressive Distillation and Retrospection ECCV code 3
    CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR code 3
    Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care ICML code 3
    Learning Answer Embeddings for Visual Question Answering CVPR code 3
    Information Constraints on Auto-Encoding Variational Bayes NIPS code 3
    Parallel Bayesian Network Structure Learning ICML code 3
    Ring Loss: Convex Feature Normalization for Face Recognition CVPR code 3
    Teaching Categories to Human Learners With Visual Explanations CVPR code 3
    Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization ICML code 3
    Deep Burst Denoising ECCV code 3
    Convergent Tree Backup and Retrace with Function Approximation ICML code 3
    Gaze Prediction in Dynamic 360° Immersive Videos CVPR code 3
    Statistical Recurrent Models on Manifold valued Data NIPS code 3
    End-to-End Flow Correlation Tracking With Spatial-Temporal Attention CVPR code 3

    2017

    Title Conf Code Stars
    Bridging the Gap Between Value and Policy Based Reinforcement Learning NIPS code 46593
    REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS code 46593
    Focal Loss for Dense Object Detection ICCV code 18356
    Mask R-CNN ICCV code 9493
    Deep Photo Style Transfer CVPR code 8655
    LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS code 7536
    Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS code 6449
    Attention is All you Need NIPS code 6288
    Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression ICCV code 3354
    Densely Connected Convolutional Networks CVPR code 3130
    A Unified Approach to Interpreting Model Predictions NIPS code 3122
    Deformable Convolutional Networks ICCV code 2165
    ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NIPS code 1823
    PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation CVPR code 1523
    Improved Training of Wasserstein GANs NIPS code 1405
    Fully Convolutional Instance-Aware Semantic Segmentation CVPR code 1395
    Aggregated Residual Transformations for Deep Neural Networks CVPR code 1361
    Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network CVPR code 1301
    Unsupervised Image-to-Image Translation Networks NIPS code 1205
    Photographic Image Synthesis With Cascaded Refinement Networks ICCV code 1142
    High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis CVPR code 1072
    SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR code 1048
    Deep Feature Flow for Video Recognition CVPR code 966
    Bayesian GAN NIPS code 942
    Pyramid Scene Parsing Network CVPR code 934
    Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS code 906
    Finding Tiny Faces CVPR code 856
    Toward Multimodal Image-to-Image Translation NIPS code 794
    Learning to Discover Cross-Domain Relations with Generative Adversarial Networks ICML code 784
    YOLO9000: Better, Faster, Stronger CVPR code 773
    PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NIPS code 772
    Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML code 729
    FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks CVPR code 720
    Channel Pruning for Accelerating Very Deep Neural Networks ICCV code 649
    Dilated Residual Networks CVPR code 640
    Inferring and Executing Programs for Visual Reasoning ICCV code 636
    DSOD: Learning Deeply Supervised Object Detectors From Scratch ICCV code 582
    Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization ICCV code 572
    Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML code 570
    Learning Disentangled Representations with Semi-Supervised Deep Generative Models NIPS code 556
    Inductive Representation Learning on Large Graphs NIPS code 552
    Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network CVPR code 537
    How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks) ICCV code 526
    SSH: Single Stage Headless Face Detector ICCV code 515
    Learning From Simulated and Unsupervised Images Through Adversarial Training CVPR code 492
    Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space CVPR code 487
    Video Frame Interpolation via Adaptive Convolution CVPR code 482
    Video Frame Interpolation via Adaptive Separable Convolution ICCV code 482
    GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence CVPR code 460
    Joint Detection and Identification Feature Learning for Person Search CVPR code 459
    Dual Path Networks NIPS code 451
    Flow-Guided Feature Aggregation for Video Object Detection ICCV code 436
    Deep Image Matting CVPR code 434
    Richer Convolutional Features for Edge Detection CVPR code 399
    Annotating Object Instances With a Polygon-RNN CVPR code 397
    Recurrent Highway Networks ICML code 397
    Detect to Track and Track to Detect ICCV code 387
    RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation CVPR code 379
    Detecting Oriented Text in Natural Images by Linking Segments CVPR code 364
    Deep Lattice Networks and Partial Monotonic Functions NIPS code 349
    Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results NIPS code 347
    RON: Reverse Connection With Objectness Prior Networks for Object Detection CVPR code 345
    Universal Style Transfer via Feature Transforms NIPS code 344
    Residual Attention Network for Image Classification CVPR code 329
    One-Shot Video Object Segmentation CVPR code 316
    Accurate Single Stage Detector Using Recurrent Rolling Convolution CVPR code 314
    Feature Pyramid Networks for Object Detection CVPR code 310
    Efficient softmax approximation for GPUs ICML code 304
    OctNet: Learning Deep 3D Representations at High Resolutions CVPR code 302
    Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution CVPR code 301
    Pixel Recursive Super Resolution ICCV code 301
    Self-Critical Sequence Training for Image Captioning CVPR code 299
    Age Progression/Regression by Conditional Adversarial Autoencoder CVPR code 297
    Style Transfer from Non-Parallel Text by Cross-Alignment NIPS code 296
    Dilated Recurrent Neural Networks NIPS code 285
    Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image CVPR code 280
    DeepBach: a Steerable Model for Bach Chorales Generation ICML code 276
    The Predictron: End-To-End Learning and Planning ICML code 274
    Convolutional Sequence to Sequence Learning ICML code 258
    OptNet: Differentiable Optimization as a Layer in Neural Networks ICML code 245
    Prototypical Networks for Few-shot Learning NIPS code 244
    Deep Voice: Real-time Neural Text-to-Speech ICML code 242
    Reinforcement Learning with Deep Energy-Based Policies ICML code 233
    Learning Deep CNN Denoiser Prior for Image Restoration CVPR code 231
    GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium NIPS code 229
    A Point Set Generation Network for 3D Object Reconstruction From a Single Image CVPR code 228
    Deeply Supervised Salient Object Detection With Short Connections CVPR code 228
    BlitzNet: A Real-Time Deep Network for Scene Understanding ICCV code 227
    Language Modeling with Gated Convolutional Networks ICML code 221
    Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro ICCV code 215
    Stacked Generative Adversarial Networks CVPR code 215
    RMPE: Regional Multi-Person Pose Estimation ICCV code 215
    Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning CVPR code 214
    Generative Face Completion CVPR code 212
    VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition ICCV code 210
    The Reversible Residual Network: Backpropagation Without Storing Activations NIPS code 210
    Recurrent Scale Approximation for Object Detection in CNN ICCV code 209
    Learning From Synthetic Humans CVPR code 207
    Spatially Adaptive Computation Time for Residual Networks CVPR code 203
    Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis ICCV code 202
    3D Bounding Box Estimation Using Deep Learning and Geometry CVPR code 200
    Multi-View 3D Object Detection Network for Autonomous Driving CVPR code 199
    Visual Dialog CVPR code 199
    Interpretable Explanations of Black Boxes by Meaningful Perturbation ICCV code 192
    Inverse Compositional Spatial Transformer Networks CVPR code 189
    FastMask: Segment Multi-Scale Object Candidates in One Shot CVPR code 189
    OnACID: Online Analysis of Calcium Imaging Data in Real Time NIPS code 189
    Semantic Scene Completion From a Single Depth Image CVPR code 188
    Learning Efficient Convolutional Networks Through Network Slimming ICCV code 186
    Learning Feature Pyramids for Human Pose Estimation ICCV code 185
    Be Your Own Prada: Fashion Synthesis With Structural Coherence ICCV code 183
    Scene Graph Generation by Iterative Message Passing CVPR code 182
    Fast Image Processing With Fully-Convolutional Networks ICCV code 180
    Learning Multiple Tasks with Multilinear Relationship Networks NIPS code 178
    Learning to Reason: End-To-End Module Networks for Visual Question Answering ICCV code 178
    Single Shot Text Detector With Regional Attention ICCV code 176
    Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources ICCV code 175
    Deep Feature Interpolation for Image Content Changes CVPR code 170
    On Human Motion Prediction Using Recurrent Neural Networks CVPR code 167
    Image Super-Resolution via Deep Recursive Residual Network CVPR code 163
    Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR code 160
    Input Convex Neural Networks ICML code 159
    Simple Does It: Weakly Supervised Instance and Semantic Segmentation CVPR code 159
    Low-Shot Visual Recognition by Shrinking and Hallucinating Features ICCV code 158
    Oriented Response Networks CVPR code 157
    Soft Proposal Networks for Weakly Supervised Object Localization ICCV code 154
    Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks ICML code 147
    Axiomatic Attribution for Deep Networks ICML code 146
    Gradient Episodic Memory for Continual Learning NIPS code 146
    DSAC - Differentiable RANSAC for Camera Localization CVPR code 144
    Attend to You: Personalized Image Captioning With Context Sequence Memory Networks CVPR code 143
    Conditional Similarity Networks CVPR code 142
    Language Modeling with Recurrent Highway Hypernetworks NIPS code 141
    Triple Generative Adversarial Nets NIPS code 138
    Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS code 138
    One-Sided Unsupervised Domain Mapping NIPS code 137
    Detecting Visual Relationships With Deep Relational Networks CVPR code 137
    Attentive Recurrent Comparators ICML code 136
    Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach ICCV code 136
    Learning a Multi-View Stereo Machine NIPS code 135
    Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NIPS code 134
    Multi-Context Attention for Human Pose Estimation CVPR code 131
    Controlling Perceptual Factors in Neural Style Transfer CVPR code 130
    Bayesian Compression for Deep Learning NIPS code 130
    Adversarial Discriminative Domain Adaptation CVPR code 129
    Working hard to know your neighbor's margins: Local descriptor learning loss NIPS code 128
    Concrete Dropout NIPS code 127
    SegFlow: Joint Learning for Video Object Segmentation and Optical Flow ICCV code 127
    Segmentation-Aware Convolutional Networks Using Local Attention Masks ICCV code 126
    Detail-Revealing Deep Video Super-Resolution ICCV code 126
    CREST: Convolutional Residual Learning for Visual Tracking ICCV code 126
    Discriminative Correlation Filter With Channel and Spatial Reliability CVPR code 124
    SVDNet for Pedestrian Retrieval ICCV code 121
    Semantic Image Synthesis via Adversarial Learning ICCV code 121
    Spatiotemporal Multiplier Networks for Video Action Recognition CVPR code 121
    PoseTrack: Joint Multi-Person Pose Estimation and Tracking CVPR code 121
    Hierarchical Attentive Recurrent Tracking NIPS code 121
    Good Semi-supervised Learning That Requires a Bad GAN NIPS code 120
    Deep Watershed Transform for Instance Segmentation CVPR code 120
    Associative Domain Adaptation ICCV code 119
    Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks CVPR code 119
    Value Prediction Network NIPS code 119
    Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation ICCV code 119
    MemNet: A Persistent Memory Network for Image Restoration ICCV code 119
    Bayesian Optimization with Gradients NIPS code 117
    TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS code 117
    Compressed Sensing using Generative Models ICML code 116
    Switching Convolutional Neural Network for Crowd Counting CVPR code 116
    WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation CVPR code 116
    Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner ICCV code 115
    Video Frame Synthesis Using Deep Voxel Flow ICCV code 114
    Multiple Instance Detection Network With Online Instance Classifier Refinement CVPR code 113
    Deep Pyramidal Residual Networks CVPR code 112
    Train longer, generalize better: closing the generalization gap in large batch training of neural networks NIPS code 112
    Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction CVPR code 110
    Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR code 110
    Learning Combinatorial Optimization Algorithms over Graphs NIPS code 109
    FeUdal Networks for Hierarchical Reinforcement Learning ICML code 107
    ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression ICCV code 105
    Learning a Deep Embedding Model for Zero-Shot Learning CVPR code 104
    ECO: Efficient Convolution Operators for Tracking CVPR code 103
    SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR code 102
    Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency CVPR code 100
    Task-based End-to-end Model Learning in Stochastic Optimization NIPS code 100
    Learning to Compose Domain-Specific Transformations for Data Augmentation NIPS code 97
    Genetic CNN ICCV code 97
    HashNet: Deep Learning to Hash by Continuation ICCV code 97
    Interleaved Group Convolutions ICCV code 95
    Deeply-Learned Part-Aligned Representations for Person Re-Identification ICCV code 95
    Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS code 94
    Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation CVPR code 93
    Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs ICCV code 92
    Semantic Autoencoder for Zero-Shot Learning CVPR code 92
    Deep Hyperspherical Learning NIPS code 92
    Decoupled Neural Interfaces using Synthetic Gradients ICML code 90
    Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS code 90
    Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search NIPS code 90
    Optical Flow Estimation Using a Spatial Pyramid Network CVPR code 90
    AMC: Attention guided Multi-modal Correlation Learning for Image Search CVPR code 90
    Deep Video Deblurring for Hand-Held Cameras CVPR code 89
    Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS code 88
    Causal Effect Inference with Deep Latent-Variable Models NIPS code 87
    GANs for Biological Image Synthesis ICCV code 85
    MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS code 84
    Representation Learning by Learning to Count ICCV code 84
    Optical Flow in Mostly Rigid Scenes CVPR code 83
    Fast-Slow Recurrent Neural Networks NIPS code 82
    Unsupervised Video Summarization With Adversarial LSTM Networks CVPR code 82
    Constrained Policy Optimization ICML code 81
    A-NICE-MC: Adversarial Training for MCMC NIPS code 80
    Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose CVPR code 80
    End-To-End Instance Segmentation With Recurrent Attention CVPR code 78
    DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data CVPR code 78
    Learning Shape Abstractions by Assembling Volumetric Primitives CVPR code 77
    Local Binary Convolutional Neural Networks CVPR code 77
    Raster-To-Vector: Revisiting Floorplan Transformation ICCV code 76
    Positive-Unlabeled Learning with Non-Negative Risk Estimator NIPS code 76
    Hard-Aware Deeply Cascaded Embedding ICCV code 75
    Deep Image Harmonization CVPR code 73
    Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis CVPR code 73
    Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade CVPR code 73
    Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning CVPR code 72
    Query-Guided Regression Network With Context Policy for Phrase Grounding ICCV code 72
    Top-Down Visual Saliency Guided by Captions CVPR code 72
    Feedback Networks CVPR code 72
    What Actions Are Needed for Understanding Human Actions in Videos? ICCV code 71
    Xception: Deep Learning With Depthwise Separable Convolutions CVPR code 71
    Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR code 71
    Video Propagation Networks CVPR code 70
    Image-To-Image Translation With Conditional Adversarial Networks CVPR code 70
    Quality Aware Network for Set to Set Recognition CVPR code 69
    Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR code 69
    Deep Subspace Clustering Networks NIPS code 68
    Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models ICCV code 68
    A Distributional Perspective on Reinforcement Learning ICML code 68
    Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks CVPR code 67
    Deep Transfer Learning with Joint Adaptation Networks ICML code 67
    Training Deep Networks without Learning Rates Through Coin Betting NIPS code 66
    Full Resolution Image Compression With Recurrent Neural Networks CVPR code 66
    SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis ICCV code 66
    Doubly Stochastic Variational Inference for Deep Gaussian Processes NIPS code 66
    TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals ICCV code 66
    Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification ICCV code 65
    Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks CVPR code 65
    Dance Dance Convolution ICML code 65
    Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR code 64
    Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes ICCV code 64
    Toward Controlled Generation of Text ICML code 63
    Person Re-Identification in the Wild CVPR code 63
    ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS code 63
    Differentiable Learning of Logical Rules for Knowledge Base Reasoning NIPS code 62
    Person Search With Natural Language Description CVPR code 61
    Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising ICCV code 61
    Playing for Benchmarks ICCV code 61
    Unsupervised Learning by Predicting Noise ICML code 60
    Localizing Moments in Video With Natural Language ICCV code 60
    End-To-End 3D Face Reconstruction With Deep Neural Networks CVPR code 60
    CoupleNet: Coupling Global Structure With Local Parts for Object Detection ICCV code 59
    AdaGAN: Boosting Generative Models NIPS code 59
    Convolutional Gaussian Processes NIPS code 57
    A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection CVPR code 57
    Modeling Relationships in Referential Expressions With Compositional Modular Networks CVPR code 57
    Curiosity-driven Exploration by Self-supervised Prediction ICML code 56
    Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution ICCV code 56
    The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NIPS code 56
    Online and Linear-Time Attention by Enforcing Monotonic Alignments ICML code 56
    Neural Expectation Maximization NIPS code 56
    Dense-Captioning Events in Videos ICCV code 55
    Factorized Bilinear Models for Image Recognition ICCV code 55
    Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS code 54
    On-the-fly Operation Batching in Dynamic Computation Graphs NIPS code 54
    Visual Translation Embedding Network for Visual Relation Detection CVPR code 54
    Learning Blind Motion Deblurring ICCV code 54
    A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS code 53
    Towards Diverse and Natural Image Descriptions via a Conditional GAN ICCV code 53
    CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos CVPR code 53
    A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing ICCV code 52
    Deep IV: A Flexible Approach for Counterfactual Prediction ICML code 52
    Triangle Generative Adversarial Networks NIPS code 51
    EAST: An Efficient and Accurate Scene Text Detector CVPR code 51
    SST: Single-Stream Temporal Action Proposals CVPR code 51
    Predicting Deeper Into the Future of Semantic Segmentation ICCV code 51
    L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space CVPR code 51
    TALL: Temporal Activity Localization via Language Query ICCV code 50
    Hybrid Reward Architecture for Reinforcement Learning NIPS code 50
    Fast Fourier Color Constancy CVPR code 49
    Modulating early visual processing by language NIPS code 49
    Adversarial Examples for Semantic Segmentation and Object Detection ICCV code 49
    Learning Discrete Representations via Information Maximizing Self-Augmented Training ICML code 49
    Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations CVPR code 48
    Real Time Image Saliency for Black Box Classifiers NIPS code 48
    FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling CVPR code 47
    Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR code 47
    Learned D-AMP: Principled Neural Network based Compressive Image Recovery NIPS code 47
    GP CaKe: Effective brain connectivity with causal kernels NIPS code 46
    Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NIPS code 46
    Semantic Video CNNs Through Representation Warping ICCV code 46
    Grammar Variational Autoencoder ICML code 46
    EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis ICCV code 46
    Safe Model-based Reinforcement Learning with Stability Guarantees NIPS code 45
    Deep Spectral Clustering Learning ICML code 45
    Semantic Compositional Networks for Visual Captioning CVPR code 45
    On-Demand Learning for Deep Image Restoration ICCV code 45
    Video Pixel Networks ICML code 45
    Stabilizing Training of Generative Adversarial Networks through Regularization NIPS code 45
    Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS code 44
    Deriving Neural Architectures from Sequence and Graph Kernels ICML code 44
    Masked Autoregressive Flow for Density Estimation NIPS code 44
    Unsupervised Adaptation for Deep Stereo ICCV code 44
    Learning Residual Images for Face Attribute Manipulation CVPR code 43
    Learning to Generate Long-term Future via Hierarchical Prediction ICML code 43
    Accurate Optical Flow via Direct Cost Volume Processing CVPR code 42
    Generalized Orderless Pooling Performs Implicit Salient Matching ICCV code 42
    Comparative Evaluation of Hand-Crafted and Learned Local Features CVPR code 42
    SchNet: A continuous-filter convolutional neural network for modeling quantum interactions NIPS code 41
    Temporal Generative Adversarial Nets With Singular Value Clipping ICCV code 41
    Multiplicative Normalizing Flows for Variational Bayesian Neural Networks ICML code 41
    Neural Scene De-Rendering CVPR code 40
    Semantic Image Inpainting With Deep Generative Models CVPR code 40
    A Linear-Time Kernel Goodness-of-Fit Test NIPS code 40
    Least Squares Generative Adversarial Networks ICCV code 39
    Diversified Texture Synthesis With Feed-Forward Networks CVPR code 39
    No Fuss Distance Metric Learning Using Proxies ICCV code 38
    Template Matching With Deformable Diversity Similarity CVPR code 38
    What's in a Question: Using Visual Questions as a Form of Supervision CVPR code 38
    Face Normals "In-The-Wild" Using Fully Convolutional Networks CVPR code 38
    Conditional Image Synthesis with Auxiliary Classifier GANs ICML code 37
    Neural Episodic Control ICML code 37
    3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks ICCV code 37
    Structured Embedding Models for Grouped Data NIPS code 36
    Learning Active Learning from Data NIPS code 36
    Unified Deep Supervised Domain Adaptation and Generalization ICCV code 35
    Transformation-Grounded Image Generation Network for Novel 3D View Synthesis CVPR code 35
    Structured Attentions for Visual Question Answering ICCV code 34
    Geometric Loss Functions for Camera Pose Regression With Deep Learning CVPR code 34
    VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization CVPR code 34
    QMDP-Net: Deep Learning for Planning under Partial Observability NIPS code 34
    Using Ranking-CNN for Age Estimation CVPR code 33
    Hierarchical Boundary-Aware Neural Encoder for Video Captioning CVPR code 33
    Unsupervised Learning of Disentangled Representations from Video NIPS code 32
    Deep Learning on Lie Groups for Skeleton-Based Action Recognition CVPR code 32
    Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection CVPR code 32
    3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder CVPR code 32
    StyleNet: Generating Attractive Visual Captions With Styles CVPR code 32
    Dynamic Word Embeddings ICML code 32
    Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS code 31
    Continual Learning Through Synaptic Intelligence ICML code 31
    Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes CVPR code 31
    Learning Detection With Diverse Proposals CVPR code 31
    LCNN: Lookup-Based Convolutional Neural Network CVPR code 31
    Towards Accurate Multi-Person Pose Estimation in the Wild CVPR code 30
    Real-Time Neural Style Transfer for Videos CVPR code 30
    Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training ICCV code 30
    Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR code 29
    Joint distribution optimal transportation for domain adaptation NIPS code 29
    Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields CVPR code 29
    SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML code 29
    The Statistical Recurrent Unit ICML code 29
    A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation CVPR code 28
    Learning Spread-Out Local Feature Descriptors ICCV code 28
    Event-Based Visual Inertial Odometry CVPR code 27
    DropoutNet: Addressing Cold Start in Recommender Systems NIPS code 27
    Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues ICCV code 27
    Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations CVPR code 27
    Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR code 27
    Neural Message Passing for Quantum Chemistry ICML code 27
    State-Frequency Memory Recurrent Neural Networks ICML code 27
    DeepCD: Learning Deep Complementary Descriptors for Patch Representations ICCV code 26
    Contrastive Learning for Image Captioning NIPS code 26
    Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure NIPS code 26
    Learning High Dynamic Range From Outdoor Panoramas ICCV code 26
    Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR code 26
    Learning to Detect Salient Objects With Image-Level Supervision CVPR code 26
    Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML code 26
    Interspecies Knowledge Transfer for Facial Keypoint Detection CVPR code 25
    YASS: Yet Another Spike Sorter NIPS code 25
    Open Set Domain Adaptation ICCV code 25
    Domain-Adaptive Deep Network Compression ICCV code 24
    Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization ICCV code 24
    Temporal Context Network for Activity Localization in Videos ICCV code 24
    Incremental Learning of Object Detectors Without Catastrophic Forgetting ICCV code 24
    Dense Captioning With Joint Inference and Visual Context CVPR code 24
    Universal Adversarial Perturbations CVPR code 24
    Asymmetric Tri-training for Unsupervised Domain Adaptation ICML code 24
    Reducing Reparameterization Gradient Variance NIPS code 24
    Exploiting Saliency for Object Segmentation From Image Level Labels CVPR code 24
    A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS code 24
    Shading Annotations in the Wild CVPR code 24
    Straight to Shapes: Real-Time Detection of Encoded Shapes CVPR code 23
    Dual Discriminator Generative Adversarial Nets NIPS code 23
    Zero-Order Reverse Filtering ICCV code 23
    Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NIPS code 23
    Learning Spherical Convolution for Fast Features from 360° Imagery NIPS code 22
    Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML code 22
    Deep Cross-Modal Hashing CVPR code 22
    When Unsupervised Domain Adaptation Meets Tensor Representations ICCV code 22
    Image Super-Resolution Using Dense Skip Connections ICCV code 22
    Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer CVPR code 22
    STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling CVPR code 22
    Learning Continuous Semantic Representations of Symbolic Expressions ICML code 22
    Deep Growing Learning ICCV code 21
    Combined Group and Exclusive Sparsity for Deep Neural Networks ICML code 21
    Hash Embeddings for Efficient Word Representations NIPS code 21
    Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NIPS code 21
    Disentangled Representation Learning GAN for Pose-Invariant Face Recognition CVPR code 21
    Learning to Pivot with Adversarial Networks NIPS code 21
    Learning Dynamic Siamese Network for Visual Object Tracking ICCV code 21
    POSEidon: Face-From-Depth for Driver Pose Estimation CVPR code 20
    Deep Metric Learning via Facility Location CVPR code 20
    Automatic Spatially-Aware Fashion Concept Discovery ICCV code 20
    The Numerics of GANs NIPS code 20
    From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur CVPR code 20
    Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks ICCV code 20
    Zero-Inflated Exponential Family Embeddings ICML code 20
    InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NIPS code 20
    Weakly-Supervised Learning of Visual Relations ICCV code 20
    Multi-Label Image Recognition by Recurrently Discovering Attentional Regions ICCV code 20
    Scene Parsing With Global Context Embedding ICCV code 20
    Context Selection for Embedding Models NIPS code 20
    Deep Mean-Shift Priors for Image Restoration NIPS code 20
    Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition CVPR code 20
    Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification CVPR code 19
    Learning Compact Geometric Features ICCV code 19
    Structured Generative Adversarial Networks NIPS code 19
    Joint Gap Detection and Inpainting of Line Drawings CVPR code 19
    Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection ICCV code 19
    Adversarial Feature Matching for Text Generation ICML code 18
    BIER - Boosting Independent Embeddings Robustly ICCV code 18
    Predictive-Corrective Networks for Action Detection CVPR code 18
    Stochastic Generative Hashing ICML code 18
    A Bayesian Data Augmentation Approach for Learning Deep Models NIPS code 18
    Attentive Semantic Video Generation Using Captions ICCV code 18
    MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR code 18
    Deep Unsupervised Similarity Learning Using Partially Ordered Sets CVPR code 17
    DualNet: Learn Complementary Features for Image Recognition ICCV code 17
    Neural system identification for large populations separating “what” and “where” NIPS code 17
    FALKON: An Optimal Large Scale Kernel Method NIPS code 17
    Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks CVPR code 17
    Deep Learning with Topological Signatures NIPS code 17
    Streaming Sparse Gaussian Process Approximations NIPS code 17
    RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos ICCV code 17
    Awesome Typography: Statistics-Based Text Effects Transfer CVPR code 17
    RoomNet: End-To-End Room Layout Estimation ICCV code 17
    Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval ICCV code 16
    Deep Supervised Discrete Hashing NIPS code 16
    Few-Shot Learning Through an Information Retrieval Lens NIPS code 16
    Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NIPS code 16
    Learning to Push the Limits of Efficient FFT-Based Image Deconvolution ICCV code 16
    Federated Multi-Task Learning NIPS code 16
    Label Distribution Learning Forests NIPS code 16
    Deep Multitask Architecture for Integrated 2D and 3D Human Sensing CVPR code 16
    Estimating Mutual Information for Discrete-Continuous Mixtures NIPS code 16
    Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes CVPR code 16
    StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR code 16
    Surface Normals in the Wild ICCV code 15
    Automatic Discovery of the Statistical Types of Variables in a Dataset ICML code 15
    Learning Diverse Image Colorization CVPR code 15
    Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems ICCV code 15
    Non-Local Deep Features for Salient Object Detection CVPR code 15
    Structure-Measure: A New Way to Evaluate Foreground Maps ICCV code 15
    Shallow Updates for Deep Reinforcement Learning NIPS code 15
    Wasserstein Generative Adversarial Networks ICML code 15
    Recurrent 3D Pose Sequence Machines CVPR code 15
    Variational Dropout Sparsifies Deep Neural Networks ICML code 15
    Captioning Images With Diverse Objects CVPR code 15
    Off-policy evaluation for slate recommendation NIPS code 15
    Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning ICCV code 14
    Benchmarking Denoising Algorithms With Real Photographs CVPR code 14
    Neural Aggregation Network for Video Face Recognition CVPR code 14
    Learned Contextual Feature Reweighting for Image Geo-Localization CVPR code 14
    Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS code 14
    CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training ICCV code 14
    VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation ICCV code 14
    Spherical convolutions and their application in molecular modelling NIPS code 14
    Multi-Information Source Optimization NIPS code 14
    Convolutional Neural Network Architecture for Geometric Matching CVPR code 14
    Neural Face Editing With Intrinsic Image Disentangling CVPR code 14
    Realistic Dynamic Facial Textures From a Single Image Using GANs ICCV code 14
    Predictive State Recurrent Neural Networks NIPS code 13
    Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework ICCV code 13
    ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NIPS code 13
    Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NIPS code 13
    Consensus Convolutional Sparse Coding ICCV code 13
    Weakly Supervised Affordance Detection CVPR code 13
    Joint Learning of Object and Action Detectors ICCV code 13
    Light Field Blind Motion Deblurring CVPR code 13
    Asynchronous Stochastic Gradient Descent with Delay Compensation ICML code 13
    Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations ICCV code 12
    Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification NIPS code 12
    Self-Organized Text Detection With Minimal Post-Processing via Border Learning ICCV code 12
    Coordinated Multi-Agent Imitation Learning ICML code 12
    Gradient descent GAN optimization is locally stable NIPS code 12
    Removing Rain From Single Images via a Deep Detail Network CVPR code 12
    Convexified Convolutional Neural Networks ICML code 12
    Multigrid Neural Architectures CVPR code 12
    VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization ICCV code 12
    Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NIPS code 12
    Differential Angular Imaging for Material Recognition CVPR code 12
    A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras ICCV code 11
    Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation NIPS code 11
    Max-value Entropy Search for Efficient Bayesian Optimization ICML code 11
    Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization ICCV code 11
    Generalized Deep Image to Image Regression CVPR code 11
    Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective ICCV code 11
    Predicting Human Activities Using Stochastic Grammar ICCV code 11
    DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents CVPR code 11
    Fisher GAN NIPS code 11
    High-Order Attention Models for Visual Question Answering NIPS code 11
    IM2CAD CVPR code 11
    On Fairness and Calibration NIPS code 11
    DeepPermNet: Visual Permutation Learning CVPR code 10
    f-GANs in an Information Geometric Nutshell NIPS code 10
    Revisiting IM2GPS in the Deep Learning Era ICCV code 10
    Attentional Correlation Filter Network for Adaptive Visual Tracking CVPR code 10
    Learning Cross-Modal Deep Representations for Robust Pedestrian Detection CVPR code 10
    Confident Multiple Choice Learning ICML code 10
    Curriculum Dropout ICCV code 9
    Cognitive Mapping and Planning for Visual Navigation CVPR code 9
    Optimized Pre-Processing for Discrimination Prevention NIPS code 9
    Learning Motion Patterns in Videos CVPR code 9
    Scalable Log Determinants for Gaussian Process Kernel Learning NIPS code 9
    A Hierarchical Approach for Generating Descriptive Image Paragraphs CVPR code 9
    Deep Crisp Boundaries CVPR code 9
    Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NIPS code 9
    Practical Data-Dependent Metric Compression with Provable Guarantees NIPS code 9
    Do Deep Neural Networks Suffer from Crowding? NIPS code 9
    A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR code 9
    End-To-End Learning of Geometry and Context for Deep Stereo Regression ICCV code 9
    From Bayesian Sparsity to Gated Recurrent Nets NIPS code 8
    Regret Minimization in MDPs with Options without Prior Knowledge NIPS code 8
    Following Gaze in Video ICCV code 8
    Model-Powered Conditional Independence Test NIPS code 8
    Cost efficient gradient boosting NIPS code 8
    Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR code 8
    DeepNav: Learning to Navigate Large Cities CVPR code 8
    Look, Listen and Learn ICCV code 8
    Attention-Aware Face Hallucination via Deep Reinforcement Learning CVPR code 8
    Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NIPS code 8
    Introspective Neural Networks for Generative Modeling ICCV code 8
    Affinity Clustering: Hierarchical Clustering at Scale NIPS code 8
    Gaze Embeddings for Zero-Shot Image Classification CVPR code 8
    Input Switched Affine Networks: An RNN Architecture Designed for Interpretability ICML code 8
    Online multiclass boosting NIPS code 8
    Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images ICCV code 8
    SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition ICCV code 7
    Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NIPS code 7
    Unsupervised Monocular Depth Estimation With Left-Right Consistency CVPR code 7
    Personalized Image Aesthetics ICCV code 7
    Reasoning About Fine-Grained Attribute Phrases Using Reference Games ICCV code 7
    Lost Relatives of the Gumbel Trick ICML code 7
    Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction ICCV code 7
    Centered Weight Normalization in Accelerating Training of Deep Neural Networks ICCV code 6
    Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS code 6
    Convex Global 3D Registration With Lagrangian Duality CVPR code 6
    Building a Regular Decision Boundary With Deep Networks CVPR code 6
    Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification CVPR code 6
    Forecasting Human Dynamics From Static Images CVPR code 6
    AOD-Net: All-In-One Dehazing Network ICCV code 6
    K-Medoids For K-Means Seeding NIPS code 6
    Diverse Image Annotation CVPR code 6
    Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NIPS code 6
    Deep Adaptive Image Clustering ICCV code 6
    Robust Adversarial Reinforcement Learning ICML code 6
    Improving Training of Deep Neural Networks via Singular Value Bounding CVPR code 6
    Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NIPS code 6
    Tensor Belief Propagation ICML code 6
    Sparse convolutional coding for neuronal assembly detection NIPS code 6
    Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks CVPR code 6
    Bayesian inference on random simple graphs with power law degree distributions ICML code 6
    Tensor Biclustering NIPS code 6
    Riemannian approach to batch normalization NIPS code 6
    Unsupervised Learning of Object Landmarks by Factorized Spatial Embeddings ICCV code 6
    Rolling-Shutter-Aware Differential SfM and Image Rectification ICCV code 5
    Active Decision Boundary Annotation With Deep Generative Models ICCV code 5
    Object Co-Skeletonization With Co-Segmentation CVPR code 5
    Discover and Learn New Objects From Documentaries CVPR code 5
    Understanding Black-box Predictions via Influence Functions ICML code 5
    Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach CVPR code 5
    Decoupling "when to update" from "how to update" NIPS code 5
    MarioQA: Answering Questions by Watching Gameplay Videos ICCV code 5
    Differentially private Bayesian learning on distributed data NIPS code 5
    Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization ICCV code 5
    Question Asking as Program Generation NIPS code 5
    Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS code 5
    Lip Reading Sentences in the Wild CVPR code 5
    ROAM: A Rich Object Appearance Model With Application to Rotoscoping CVPR code 5
    NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NIPS code 5
    Viraliency: Pooling Local Virality CVPR code 5
    Learning Algorithms for Active Learning ICML code 5
    Point to Set Similarity Based Deep Feature Learning for Person Re-Identification CVPR code 5
    Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation ICCV code 5
    The World of Fast Moving Objects CVPR code 5
    Cross-Modality Binary Code Learning via Fusion Similarity Hashing CVPR code 5
    Testing and Learning on Distributions with Symmetric Noise Invariance NIPS code 5
    Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS code 5
    Diving into the shallows: a computational perspective on large-scale shallow learning NIPS code 5
    Rotation Equivariant Vector Field Networks ICCV code 5
    Recursive Sampling for the Nystrom Method NIPS code 5
    Learning From Video and Text via Large-Scale Discriminative Clustering ICCV code 5
    Global optimization of Lipschitz functions ICML code 5
    Device Placement Optimization with Reinforcement Learning ICML code 4
    Alternating Direction Graph Matching CVPR code 4
    MEC: Memory-efficient Convolution for Deep Neural Network ICML code 4
    Expert Gate: Lifelong Learning With a Network of Experts CVPR code 4
    A Simple yet Effective Baseline for 3D Human Pose Estimation ICCV code 4
    On Structured Prediction Theory with Calibrated Convex Surrogate Losses NIPS code 4
    Sub-sampled Cubic Regularization for Non-convex Optimization ICML code 4
    Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval CVPR code 4
    Bottleneck Conditional Density Estimation ICML code 4
    Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning ICCV code 4
    Multi-way Interacting Regression via Factorization Machines NIPS code 4
    Joint Discovery of Object States and Manipulation Actions ICCV code 4
    Predicting Salient Face in Multiple-Face Videos CVPR code 4
    From Red Wine to Red Tomato: Composition With Context CVPR code 4
    Encoder Based Lifelong Learning ICCV code 4
    Deep Recurrent Neural Network-Based Identification of Precursor microRNAs NIPS code 4
    Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML code 4
    Pose-Aware Person Recognition CVPR code 4
    Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths CVPR code 4
    Asynchronous Distributed Variational Gaussian Processes for Regression ICML code 3
    Saliency Pattern Detection by Ranking Structured Trees ICCV code 3
    Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System NIPS code 3
    Learning Non-Maximum Suppression CVPR code 3
    Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC ICML code 3
    Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries CVPR code 3
    AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML code 3
    Large Margin Object Tracking With Circulant Feature Maps CVPR code 3
    Compatible Reward Inverse Reinforcement Learning NIPS code 3
    Adversarial Surrogate Losses for Ordinal Regression NIPS code 3
    Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms NIPS code 3
    Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning NIPS code 3
    A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NIPS code 3
    Counting Everyday Objects in Everyday Scenes CVPR code 3
    Loss Max-Pooling for Semantic Image Segmentation CVPR code 3
    Aesthetic Critiques Generation for Photos ICCV code 3
    Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NIPS code 3
    Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs NIPS code 3

    2016

    Title Conf Code Stars
    R-FCN: Object Detection via Region-based Fully Convolutional Networks NIPS code 18356
    Image Style Transfer Using Convolutional Neural Networks CVPR code 16435
    Deep Residual Learning for Image Recognition CVPR code 4468
    Convolutional Pose Machines CVPR code 3260
    Synthetic Data for Text Localisation in Natural Images CVPR code 787
    Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis CVPR code 731
    Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR code 433
    Learning Multi-Domain Convolutional Neural Networks for Visual Tracking CVPR code 350
    Convolutional Two-Stream Network Fusion for Video Action Recognition CVPR code 342
    Learning Deep Features for Discriminative Localization CVPR code 323
    Deep Metric Learning via Lifted Structured Feature Embedding CVPR code 251
    Learning Deep Representations of Fine-Grained Visual Descriptions CVPR code 229
    Eye Tracking for Everyone CVPR code 223
    NetVLAD: CNN Architecture for Weakly Supervised Place Recognition CVPR code 204
    Staple: Complementary Learners for Real-Time Tracking CVPR code 183
    Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR code 182
    Accurate Image Super-Resolution Using Very Deep Convolutional Networks CVPR code 182
    Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs CVPR code 167
    LocNet: Improving Localization Accuracy for Object Detection CVPR code 155
    Shallow and Deep Convolutional Networks for Saliency Prediction CVPR code 153
    Compact Bilinear Pooling CVPR code 148
    Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks CVPR code 144
    Dynamic Image Networks for Action Recognition CVPR code 133
    Rethinking the Inception Architecture for Computer Vision CVPR code 130
    Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images CVPR code 126
    Context Encoders: Feature Learning by Inpainting CVPR code 124
    TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR code 109
    Weakly Supervised Deep Detection Networks CVPR code 103
    Natural Language Object Retrieval CVPR code 100
    Deeply-Recursive Convolutional Network for Image Super-Resolution CVPR code 96
    Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network CVPR code 92
    Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction CVPR code 88
    Recurrent Convolutional Network for Video-Based Person Re-Identification CVPR code 82
    A Comparative Study for Single Image Blind Deblurring CVPR code 82
    Neural Module Networks CVPR code 81
    Stacked Attention Networks for Image Question Answering CVPR code 78
    Progressive Prioritized Multi-View Stereo CVPR code 73
    Marr Revisited: 2D-3D Alignment via Surface Normal Prediction CVPR code 72
    A Hierarchical Deep Temporal Model for Group Activity Recognition CVPR code 71
    Towards Open Set Deep Networks CVPR code 71
    Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs CVPR code 70
    Bilateral Space Video Segmentation CVPR code 63
    Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR code 57
    Efficient 3D Room Shape Recovery From a Single Panorama CVPR code 55
    Non-Local Image Dehazing CVPR code 50
    Video Segmentation via Object Flow CVPR code 50
    Deep Supervised Hashing for Fast Image Retrieval CVPR code 50
    Deep Region and Multi-Label Learning for Facial Action Unit Detection CVPR code 43
    CRAFT Objects From Images CVPR code 41
    Slicing Convolutional Neural Network for Crowd Video Understanding CVPR code 40
    Sketch Me That Shoe CVPR code 39
    Image Captioning With Semantic Attention CVPR code 35
    Deep Saliency With Encoded Low Level Distance Map and High Level Features CVPR code 34
    A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation CVPR code 33
    A Dual-Source Approach for 3D Pose Estimation From a Single Image CVPR code 32
    Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions CVPR code 30
    Ordinal Regression With Multiple Output CNN for Age Estimation CVPR code 30
    Structured Feature Learning for Pose Estimation CVPR code 29
    Unsupervised Learning of Edges CVPR code 29
    PatchBatch: A Batch Augmented Loss for Optical Flow CVPR code 27
    Dense Human Body Correspondences Using Convolutional Networks CVPR code 27
    Actionness Estimation Using Hybrid Fully Convolutional Networks CVPR code 26
    You Only Look Once: Unified, Real-Time Object Detection CVPR code 26
    Fast Training of Triplet-Based Deep Binary Embedding Networks CVPR code 25
    Recurrent Attention Models for Depth-Based Person Identification CVPR code 24
    Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World CVPR code 22
    First Person Action Recognition Using Deep Learned Descriptors CVPR code 21
    Proposal Flow CVPR code 20
    Scale-Aware Alignment of Hierarchical Image Segmentation CVPR code 20
    Quantized Convolutional Neural Networks for Mobile Devices CVPR code 20
    Semantic Segmentation With Boundary Neural Fields CVPR code 19
    Single-Image Crowd Counting via Multi-Column Convolutional Neural Network CVPR code 19
    Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales CVPR code 19
    Structure From Motion With Objects CVPR code 17
    Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR code 16
    Semantic Filtering CVPR code 16
    Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR code 16
    ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements CVPR code 15
    Interactive Segmentation on RGBD Images via Cue Selection CVPR code 14
    Object Contour Detection With a Fully Convolutional Encoder-Decoder Network CVPR code 14
    Automatic Content-Aware Color and Tone Stylization CVPR code 12
    Similarity Learning With Spatial Constraints for Person Re-Identification CVPR code 11
    Personalizing Human Video Pose Estimation CVPR code 10
    Visually Indicated Sounds CVPR code 9
    Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR code 9
    Region Ranking SVM for Image Classification CVPR code 8
    Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR code 8
    Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR code 8
    Cross-Stitch Networks for Multi-Task Learning CVPR code 8
    Learning a Discriminative Null Space for Person Re-Identification CVPR code 8
    Efficient Deep Learning for Stereo Matching CVPR code 7
    Globally Optimal Manhattan Frame Estimation in Real-Time CVPR code 7
    Where to Look: Focus Regions for Visual Question Answering CVPR code 7
    Detecting Migrating Birds at Night CVPR code 7
    Unsupervised Learning From Narrated Instruction Videos CVPR code 7
    Efficient and Robust Color Consistency for Community Photo Collections CVPR code 7
    Recurrent Attentional Networks for Saliency Detection CVPR code 7
    3D Shape Attributes CVPR code 6
    Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals CVPR code 5
    Functional Faces: Groupwise Dense Correspondence Using Functional Maps CVPR code 5
    Visual Tracking Using Attention-Modulated Disintegration and Integration CVPR code 5
    Improving Human Action Recognition by Non-Action Classification CVPR code 4
    Prior-Less Compressible Structure From Motion CVPR code 4
    DenseCap: Fully Convolutional Localization Networks for Dense Captioning CVPR code 4
    Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization CVPR code 4
    Force From Motion: Decoding Physical Sensation in a First Person Video CVPR code 3
    Context-Aware Gaussian Fields for Non-Rigid Point Set Registration CVPR code 3
    Using Spatial Order to Boost the Elimination of Incorrect Feature Matches CVPR code 3
    Fast Algorithms for Convolutional Neural Networks CVPR code 3

    2015

    Title Conf Code Stars
    Faster R-CNN: Towards Real-Time Object Detectionwith Region Proposal Networks NIPS code 18356
    Fast R-CNN ICCV code 18356
    Conditional Random Fields as Recurrent Neural Networks ICCV code 1189
    Fully Convolutional Networks for Semantic Segmentation CVPR code 911
    Learning to Track: Online Multi-Object Tracking by Decision Making ICCV code 308
    Learning to Compare Image Patches via Convolutional Neural Networks CVPR code 300
    Learning Deconvolution Network for Semantic Segmentation ICCV code 296
    Single Image Super-Resolution From Transformed Self-Exemplars CVPR code 289
    Sequence to Sequence - Video to Text ICCV code 239
    Deep Colorization ICCV code 198
    Deep Neural Decision Forests ICCV code 192
    Hierarchical Convolutional Features for Visual Tracking ICCV code 179
    Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views ICCV code 176
    Realtime Edge-Based Visual Odometry for a Monocular Camera ICCV code 175
    Understanding Deep Image Representations by Inverting Them CVPR code 154
    Context-Aware CNNs for Person Head Detection ICCV code 153
    Show and Tell: A Neural Image Caption Generator CVPR code 141
    Face Alignment by Coarse-to-Fine Shape Searching CVPR code 140
    An Improved Deep Learning Architecture for Person Re-Identification CVPR code 127
    FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR code 124
    Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV code 121
    DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time CVPR code 118
    Massively Parallel Multiview Stereopsis by Surface Normal Diffusion ICCV code 105
    Learning to Propose Objects CVPR code 91
    Learning Spatially Regularized Correlation Filters for Visual Tracking ICCV code 86
    A Convolutional Neural Network Cascade for Face Detection CVPR code 85
    Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV code 77
    Unsupervised Visual Representation Learning by Context Prediction ICCV code 73
    Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images CVPR code 71
    Deep Filter Banks for Texture Recognition and Segmentation CVPR code 68
    Saliency Detection by Multi-Context Deep Learning CVPR code 66
    Multi-Objective Convolutional Learning for Face Labeling CVPR code 55
    Finding Action Tubes CVPR code 51
    Category-Specific Object Reconstruction From a Single Image CVPR code 48
    Convolutional Color Constancy ICCV code 47
    Face Flow ICCV code 45
    P-CNN: Pose-Based CNN Features for Action Recognition ICCV code 45
    Learning From Massive Noisy Labeled Data for Image Classification CVPR code 45
    Image Specificity CVPR code 40
    Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture ICCV code 35
    Neural Activation Constellations: Unsupervised Part Model Discovery With Convolutional Networks ICCV code 35
    VQA: Visual Question Answering ICCV code 35
    Mid-Level Deep Pattern Mining CVPR code 34
    PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization ICCV code 34
    Parsimonious Labeling ICCV code 33
    Car That Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models ICCV code 33
    Recurrent Convolutional Neural Network for Object Recognition CVPR code 32
    TILDE: A Temporally Invariant Learned DEtector CVPR code 30
    In Defense of Color-Based Model-Free Tracking CVPR code 30
    Fast Bilateral-Space Stereo for Synthetic Defocus CVPR code 29
    Phase-Based Frame Interpolation for Video CVPR code 28
    Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition CVPR code 27
    Deeply Learned Attributes for Crowded Scene Understanding CVPR code 27
    Unconstrained 3D Face Reconstruction CVPR code 26
    Viewpoints and Keypoints CVPR code 25
    Holistically-Nested Edge Detection ICCV code 25
    Going Deeper With Convolutions CVPR code 25
    Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset) CVPR code 25
    Data-Driven 3D Voxel Patterns for Object Category Recognition CVPR code 24
    L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR code 22
    Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues CVPR code 21
    Understanding Deep Features With Computer-Generated Imagery ICCV code 19
    HICO: A Benchmark for Recognizing Human-Object Interactions in Images ICCV code 18
    Structured Feature Selection ICCV code 17
    Learning Large-Scale Automatic Image Colorization ICCV code 17
    Semantic Component Analysis ICCV code 17
    Simultaneous Feature Learning and Hash Coding With Deep Neural Networks CVPR code 16
    3D Object Reconstruction From Hand-Object Interactions ICCV code 15
    Learning Temporal Embeddings for Complex Video Analysis ICCV code 14
    Learning to See by Moving ICCV code 14
    Reflection Removal Using Ghosting Cues CVPR code 14
    Where to Buy It: Matching Street Clothing Photos in Online Shops ICCV code 14
    Oriented Edge Forests for Boundary Detection CVPR code 13
    A Large-Scale Car Dataset for Fine-Grained Categorization and Verification CVPR code 11
    Appearance-Based Gaze Estimation in the Wild CVPR code 10
    Learning a Descriptor-Specific 3D Keypoint Detector ICCV code 10
    Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR code 10
    Partial Person Re-Identification ICCV code 9
    High Quality Structure From Small Motion for Rolling Shutter Cameras ICCV code 9
    Boosting Object Proposals: From Pascal to COCO ICCV code 8
    Convolutional Channel Features ICCV code 8
    Live Repetition Counting ICCV code 8
    Unsupervised Learning of Visual Representations Using Videos ICCV code 8
    Supervised Discrete Hashing CVPR code 7
    Multi-View Convolutional Neural Networks for 3D Shape Recognition ICCV code 7
    Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning ICCV code 7
    Finding Distractors In Images CVPR code 7
    Piecewise Flat Embedding for Image Segmentation ICCV code 7
    Long-Term Correlation Tracking CVPR code 6
    Towards Open World Recognition CVPR code 6
    Pooled Motion Features for First-Person Videos CVPR code 6
    Simultaneous Deep Transfer Across Domains and Tasks ICCV code 6
    What Makes an Object Memorable? ICCV code 5
    Mining Semantic Affordances of Visual Object Categories CVPR code 5
    Dense Semantic Correspondence Where Every Pixel is a Classifier ICCV code 5
    Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing ICCV code 5
    Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR code 5
    Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos ICCV code 5
    Multi-Label Cross-Modal Retrieval ICCV code 4
    Superdifferential Cuts for Binary Energies CVPR code 4
    Pose Induction for Novel Object Categories ICCV code 4
    Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR code 4
    Low-Rank Matrix Factorization Under General Mixture Noise Distributions ICCV code 4
    Robust Saliency Detection via Regularized Random Walks Ranking CVPR code 3
    Simultaneous Video Defogging and Stereo Reconstruction CVPR code 3
    Hyperspectral Super-Resolution by Coupled Spectral Unmixing ICCV code 3
    Oriented Object Proposals ICCV code 3
    kNN Hashing With Factorized Neighborhood Representation ICCV code 3
    Minimum Barrier Salient Object Detection at 80 FPS ICCV code 3

    2014

    Title Conf Code Stars
    Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation CVPR code 1681
    Locally Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR code 437
    Clothing Co-Parsing by Joint Image Segmentation and Labeling CVPR code 218
    Multiscale Combinatorial Grouping CVPR code 185
    Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR code 164
    Cross-Scale Cost Aggregation for Stereo Matching CVPR code 106
    Transfer Joint Matching for Unsupervised Domain Adaptation CVPR code 67
    Deep Learning Face Representation from Predicting 10,000 Classes CVPR code 62
    BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR code 44
    One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR code 43
    3D Reconstruction from Accidental Motion CVPR code 42
    Predicting Matchability CVPR code 38
    Dense Semantic Image Segmentation with Objects and Attributes CVPR code 28
    Scene-Independent Group Profiling in Crowd CVPR code 28
    Shrinkage Fields for Effective Image Restoration CVPR code 25
    Adaptive Color Attributes for Real-Time Visual Tracking CVPR code 25
    Minimal Scene Descriptions from Structure from Motion Models CVPR code 22
    Parallax-tolerant Image Stitching CVPR code 20
    Learning Mid-level Filters for Person Re-identification CVPR code 20
    Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow CVPR code 18
    Product Sparse Coding CVPR code 16
    Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR code 16
    Seeing 3D Chairs: Exemplar Part-based 2D-3D Alignment using a Large Dataset of CAD Models CVPR code