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This work is in continuous progress and update. We are adding new PWC everyday! Tweet me @fvzaur
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Latest update: NIPS 2018 added!

2018

Title Conf Code Stars
Video-to-Video Synthesis NIPS code 4603
Deep Image Prior CVPR code 3382
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation CVPR code 3048
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network ECCV code 2066
Learning to See in the Dark CVPR code 2007
Glow: Generative Flow with Invertible 1x1 Convolutions NIPS code 1843
Squeeze-and-Excitation Networks CVPR code 1229
Multimodal Unsupervised Image-to-image Translation ECCV code 1161
Efficient Neural Architecture Search via Parameters Sharing ICML code 1160
Non-Local Neural Networks CVPR code 836
Image Generation From Scene Graphs CVPR code 762
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? CVPR code 676
Single-Shot Refinement Neural Network for Object Detection CVPR code 647
GANimation: Anatomically-aware Facial Animation from a Single Image ECCV code 599
Detect-and-Track: Efficient Pose Estimation in Videos CVPR code 535
Relation Networks for Object Detection CVPR code 521
PointCNN NIPS code 489
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples ICML code 480
Simple Baselines for Human Pose Estimation and Tracking ECCV code 444
Taskonomy: Disentangling Task Transfer Learning CVPR code 442
Cascaded Pyramid Network for Multi-Person Pose Estimation CVPR code 439
Pelee: A Real-Time Object Detection System on Mobile Devices NIPS code 430
Neural 3D Mesh Renderer CVPR code 425
Which Training Methods for GANs do actually Converge? ICML code 422
Generative Image Inpainting With Contextual Attention CVPR code 421
Look at Boundary: A Boundary-Aware Face Alignment Algorithm CVPR code 405
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs CVPR code 402
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR code 388
End-to-End Recovery of Human Shape and Pose CVPR code 374
ICNet for Real-Time Semantic Segmentation on High-Resolution Images ECCV code 366
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR code 349
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR code 330
Gibson Env: Real-World Perception for Embodied Agents CVPR code 326
Frustum PointNets for 3D Object Detection From RGB-D Data CVPR code 326
Distractor-aware Siamese Networks for Visual Object Tracking ECCV code 324
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning CVPR code 305
Soccer on Your Tabletop CVPR code 299
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR code 294
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR code 294
Noise2Noise: Learning Image Restoration without Clean Data ICML code 290
Neural Baby Talk CVPR code 288
Acquisition of Localization Confidence for Accurate Object Detection ECCV code 274
Fast End-to-End Trainable Guided Filter CVPR code 273
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume CVPR code 261
Adversarially Regularized Autoencoders ICML code 260
Supervising Unsupervised Learning NIPS code 254
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks CVPR code 252
Convolutional Neural Networks With Alternately Updated Clique CVPR code 248
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors CVPR code 248
Pyramid Stereo Matching Network CVPR code 245
License Plate Detection and Recognition in Unconstrained Scenarios ECCV code 242
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR code 241
Neural Relational Inference for Interacting Systems ICML code 233
Learning to Adapt Structured Output Space for Semantic Segmentation CVPR code 228
An intriguing failing of convolutional neural networks and the CoordConv solution NIPS code 227
End-to-End Learning of Motion Representation for Video Understanding CVPR code 219
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR code 217
Bilinear Attention Networks NIPS code 213
Semi-Parametric Image Synthesis CVPR code 212
Learning to Segment Every Thing CVPR code 207
Iterative Visual Reasoning Beyond Convolutions CVPR code 201
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images ECCV code 190
Style Aggregated Network for Facial Landmark Detection CVPR code 187
Referring Relationships CVPR code 185
A Style-Aware Content Loss for Real-time HD Style Transfer ECCV code 182
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR code 182
MoCoGAN: Decomposing Motion and Content for Video Generation CVPR code 180
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image CVPR code 179
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation ECCV code 170
Compressed Video Action Recognition CVPR code 170
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ICML code 169
Latent Alignment and Variational Attention NIPS code 169
Multi-Content GAN for Few-Shot Font Style Transfer CVPR code 167
SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR code 162
Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR code 155
An End-to-End TextSpotter With Explicit Alignment and Attention CVPR code 153
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR code 152
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks CVPR code 152
Single View Stereo Matching CVPR code 152
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing CVPR code 151
Evolved Policy Gradients NIPS code 147
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR code 145
Optimizing Video Object Detection via a Scale-Time Lattice CVPR code 143
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR code 142
Learning Category-Specific Mesh Reconstruction from Image Collections ECCV code 142
Group Normalization ECCV code 142
MegaDepth: Learning Single-View Depth Prediction From Internet Photos CVPR code 138
Facelet-Bank for Fast Portrait Manipulation CVPR code 138
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image CVPR code 137
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR code 137
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations CVPR code 136
Self-Imitation Learning ICML code 135
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR code 131
ECO: Efficient Convolutional Network for Online Video Understanding ECCV code 131
Densely Connected Pyramid Dehazing Network CVPR code 130
Residual Dense Network for Image Super-Resolution CVPR code 130
Embodied Question Answering CVPR code 129
Two-Stream Convolutional Networks for Dynamic Texture Synthesis CVPR code 128
Camera Style Adaptation for Person Re-Identification CVPR code 123
Image Super-Resolution Using Very Deep Residual Channel Attention Networks ECCV code 122
Relational recurrent neural networks NIPS code 121
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation ECCV code 120
SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR code 120
Neural Motifs: Scene Graph Parsing With Global Context CVPR code 119
Learning to Compare: Relation Network for Few-Shot Learning CVPR code 118
L4: Practical loss-based stepsize adaptation for deep learning NIPS code 116
Context Embedding Networks CVPR code 116
Fast and Accurate Online Video Object Segmentation via Tracking Parts CVPR code 116
LSTM Pose Machines CVPR code 116
Weakly Supervised Instance Segmentation Using Class Peak Response CVPR code 116
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining ECCV code 115
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification CVPR code 115
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer CVPR code 113
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR code 113
Gated Path Planning Networks ICML code 112
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR code 112
A Closer Look at Spatiotemporal Convolutions for Action Recognition CVPR code 112
MVSNet: Depth Inference for Unstructured Multi-view Stereo ECCV code 111
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning CVPR code 110
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network ECCV code 110
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR code 109
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction CVPR code 109
Decoupled Networks CVPR code 107
DeepMVS: Learning Multi-View Stereopsis CVPR code 106
Hierarchical Imitation and Reinforcement Learning ICML code 106
Real-Time Seamless Single Shot 6D Object Pose Prediction CVPR code 105
CosFace: Large Margin Cosine Loss for Deep Face Recognition CVPR code 105
Long-term Tracking in the Wild: a Benchmark ECCV code 104
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics CVPR code 103
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR code 102
3D-CODED: 3D Correspondences by Deep Deformation ECCV code 100
Noisy Natural Gradient as Variational Inference ICML code 99
Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR code 97
PU-Net: Point Cloud Upsampling Network CVPR code 97
DenseASPP for Semantic Segmentation in Street Scenes CVPR code 97
Rethinking Feature Distribution for Loss Functions in Image Classification CVPR code 97
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR code 94
Scale-Recurrent Network for Deep Image Deblurring CVPR code 94
Deep Back-Projection Networks for Super-Resolution CVPR code 93
Quantized Densely Connected U-Nets for Efficient Landmark Localization ECCV code 92
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML code 91
MAttNet: Modular Attention Network for Referring Expression Comprehension CVPR code 91
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR code 91
Adaptive Affinity Fields for Semantic Segmentation ECCV code 89
Deep Depth Completion of a Single RGB-D Image CVPR code 88
Neural Arithmetic Logic Units NIPS code 87
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding CVPR code 86
Video Based Reconstruction of 3D People Models CVPR code 85
Repulsion Loss: Detecting Pedestrians in a Crowd CVPR code 85
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights ECCV code 83
Perturbative Neural Networks CVPR code 83
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes ECCV code 82
Graph R-CNN for Scene Graph Generation ECCV code 82
End-to-End Weakly-Supervised Semantic Alignment CVPR code 81
Image Inpainting for Irregular Holes Using Partial Convolutions ECCV code 79
Nonlinear 3D Face Morphable Model CVPR code 79
BodyNet: Volumetric Inference of 3D Human Body Shapes ECCV code 78
Deep Mutual Learning CVPR code 77
Learning Blind Video Temporal Consistency ECCV code 77
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR code 76
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV code 76
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR code 75
Attention-based Deep Multiple Instance Learning ICML code 75
Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR code 75
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking CVPR code 75
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks ECCV code 73
Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence ECCV code 73
Macro-Micro Adversarial Network for Human Parsing ECCV code 73
Tell Me Where to Look: Guided Attention Inference Network CVPR code 73
Recurrent Relational Networks NIPS code 72
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR code 72
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors CVPR code 72
VITAL: VIsual Tracking via Adversarial Learning CVPR code 71
Integral Human Pose Regression ECCV code 71
Deep Clustering for Unsupervised Learning of Visual Features ECCV code 71
VITON: An Image-Based Virtual Try-On Network CVPR code 70
Recurrent Pixel Embedding for Instance Grouping CVPR code 69
Future Frame Prediction for Anomaly Detection – A New Baseline CVPR code 68
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR code 67
Visual Feature Attribution Using Wasserstein GANs CVPR code 67
Synthesizing Images of Humans in Unseen Poses CVPR code 67
Repeatability Is Not Enough: Learning Affine Regions via Discriminability ECCV code 65
Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV code 64
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration CVPR code 64
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans CVPR code 63
Learning SO(3) Equivariant Representations with Spherical CNNs ECCV code 63
One-Shot Unsupervised Cross Domain Translation NIPS code 62
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation ECCV code 62
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking CVPR code 60
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR code 59
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NIPS code 59
Optimizing the Latent Space of Generative Networks ICML code 58
Progressive Neural Architecture Search ECCV code 58
Generalizing A Person Retrieval Model Hetero- and Homogeneously ECCV code 58
Path-Level Network Transformation for Efficient Architecture Search ICML code 57
Decorrelated Batch Normalization CVPR code 57
Learning to Reweight Examples for Robust Deep Learning ICML code 56
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes CVPR code 56
“Zero-Shot” Super-Resolution Using Deep Internal Learning CVPR code 56
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present CVPR code 56
Pointwise Convolutional Neural Networks CVPR code 56
Learning Depth From Monocular Videos Using Direct Methods CVPR code 56
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR code 56
Disentangled Person Image Generation CVPR code 56
Object Level Visual Reasoning in Videos ECCV code 56
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency ECCV code 55
Neural Program Synthesis from Diverse Demonstration Videos ICML code 55
Pairwise Confusion for Fine-Grained Visual Classification ECCV code 55
Geometry-Aware Learning of Maps for Camera Localization CVPR code 55
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks CVPR code 55
Depth-aware CNN for RGB-D Segmentation ECCV code 55
Generative Neural Machine Translation NIPS code 54
Improving Generalization via Scalable Neighborhood Component Analysis ECCV code 54
Diverse Image-to-Image Translation via Disentangled Representations ECCV code 54
Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR code 54
Unsupervised Discovery of Object Landmarks as Structural Representations CVPR code 53
Ordinal Depth Supervision for 3D Human Pose Estimation CVPR code 53
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation CVPR code 53
Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR code 52
SparseMAP: Differentiable Sparse Structured Inference ICML code 51
Cascade R-CNN: Delving Into High Quality Object Detection CVPR code 51
Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR code 50
Deep Marching Cubes: Learning Explicit Surface Representations CVPR code 50
Neural Style Transfer via Meta Networks CVPR code 50
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR code 50
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR code 50
Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV code 50
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR code 49
Discriminability Objective for Training Descriptive Captions CVPR code 48
Fighting Fake News: Image Splice Detection via Learned Self-Consistency ECCV code 47
BlockDrop: Dynamic Inference Paths in Residual Networks CVPR code 47
Learning Less Is More - 6D Camera Localization via 3D Surface Regression CVPR code 47
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR code 46
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency ECCV code 45
Learning to Find Good Correspondences CVPR code 45
Hierarchical Long-term Video Prediction without Supervision ICML code 45
Efficient end-to-end learning for quantizable representations ICML code 45
Visual Question Generation as Dual Task of Visual Question Answering CVPR code 45
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR code 45
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR code 44
Measuring abstract reasoning in neural networks ICML code 44
Wasserstein Introspective Neural Networks CVPR code 44
PDE-Net: Learning PDEs from Data ICML code 44
PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction ECCV code 43
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation ECCV code 42
Learning towards Minimum Hyperspherical Energy NIPS code 42
Unsupervised Attention-guided Image-to-Image Translation NIPS code 42
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam ICML code 42
Learning Pose Specific Representations by Predicting Different Views CVPR code 42
Conditional Probability Models for Deep Image Compression CVPR code 42
FOTS: Fast Oriented Text Spotting With a Unified Network CVPR code 39
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR code 39
DeepVS: A Deep Learning Based Video Saliency Prediction Approach ECCV code 38
Differentiable Compositional Kernel Learning for Gaussian Processes ICML code 38
Learning Intrinsic Image Decomposition From Watching the World CVPR code 38
Image Manipulation with Perceptual Discriminators ECCV code 38
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML code 37
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials CVPR code 36
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model ECCV code 36
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR code 36
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation ECCV code 36
Rotation-Sensitive Regression for Oriented Scene Text Detection CVPR code 36
Real-World Anomaly Detection in Surveillance Videos CVPR code 35
Superpixel Sampling Networks ECCV code 35
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR code 35
Surface Networks CVPR code 35
Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting ECCV code 34
Video Re-localization ECCV code 34
Pose-Normalized Image Generation for Person Re-identification ECCV code 34
Robust Classification With Convolutional Prototype Learning CVPR code 34
Self-produced Guidance for Weakly-supervised Object Localization ECCV code 33
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML code 33
Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML code 33
Frame-Recurrent Video Super-Resolution CVPR code 32
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning ICML code 32
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation ECCV code 32
Pose Partition Networks for Multi-Person Pose Estimation ECCV code 32
Learning to Navigate for Fine-grained Classification ECCV code 31
Neural Autoregressive Flows ICML code 31
Towards Binary-Valued Gates for Robust LSTM Training ICML code 31
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML code 31
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation NIPS code 31
Human Semantic Parsing for Person Re-Identification CVPR code 31
Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR code 30
NetGAN: Generating Graphs via Random Walks ICML code 30
Learning Visual Question Answering by Bootstrapping Hard Attention ECCV code 30
Partial Adversarial Domain Adaptation ECCV code 30
Generative Adversarial Perturbations CVPR code 30
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance ECCV code 30
Black-box Adversarial Attacks with Limited Queries and Information ICML code 29
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation ECCV code 29
Visualizing and Understanding Atari Agents ICML code 29
Generalisation in humans and deep neural networks NIPS code 28
CBAM: Convolutional Block Attention Module ECCV code 28
Few-Shot Image Recognition by Predicting Parameters From Activations CVPR code 28
Zero-Shot Object Detection ECCV code 28
Part-Aligned Bilinear Representations for Person Re-Identification ECCV code 28
Learning Semantic Representations for Unsupervised Domain Adaptation ICML code 27
Deflecting Adversarial Attacks With Pixel Deflection CVPR code 27
Gated Fusion Network for Single Image Dehazing CVPR code 27
SeGAN: Segmenting and Generating the Invisible CVPR code 27
Learning-based Video Motion Magnification ECCV code 27
TOM-Net: Learning Transparent Object Matting From a Single Image CVPR code 27
Graphical Generative Adversarial Networks NIPS code 27
Mean Field Multi-Agent Reinforcement Learning ICML code 27
Adversarial Logit Pairing NIPS code 26
Deep Model-Based 6D Pose Refinement in RGB ECCV code 26
The Sound of Pixels ECCV code 26
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR code 26
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image ECCV code 26
Recurrent Scene Parsing With Perspective Understanding in the Loop CVPR code 25
On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR code 25
SketchyScene: Richly-Annotated Scene Sketches ECCV code 25
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer CVPR code 25
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR code 25
Neural Guided Constraint Logic Programming for Program Synthesis NIPS code 25
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise CVPR code 25
Interpretable Convolutional Neural Networks CVPR code 24
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition ECCV code 24
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding CVPR code 24
Quaternion Convolutional Neural Networks ECCV code 24
Learning Warped Guidance for Blind Face Restoration ECCV code 24
Tangent Convolutions for Dense Prediction in 3D CVPR code 24
Interpretable Intuitive Physics Model ECCV code 23
Learning Dynamic Memory Networks for Object Tracking ECCV code 23
First Order Generative Adversarial Networks ICML code 23
Controllable Video Generation With Sparse Trajectories CVPR code 23
IQA: Visual Question Answering in Interactive Environments CVPR code 23
Deep Regression Tracking with Shrinkage Loss ECCV code 23
Multi-Agent Diverse Generative Adversarial Networks CVPR code 23
Stacked Cross Attention for Image-Text Matching ECCV code 23
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising ECCV code 22
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR code 22
Deep Texture Manifold for Ground Terrain Recognition CVPR code 22
Improving Shape Deformation in Unsupervised Image-to-Image Translation ECCV code 22
Isolating Sources of Disentanglement in Variational Autoencoders NIPS code 22
Learning to Evaluate Image Captioning CVPR code 22
Conditional Image-to-Image Translation CVPR code 22
Disentangling by Factorising ICML code 22
Layer-structured 3D Scene Inference via View Synthesis ECCV code 21
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR code 21
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection ECCV code 21
Exploring Disentangled Feature Representation Beyond Face Identification CVPR code 21
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model CVPR code 21
Learning to Promote Saliency Detectors CVPR code 21
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation CVPR code 20
Learning Convolutional Networks for Content-Weighted Image Compression CVPR code 20
Eye In-Painting With Exemplar Generative Adversarial Networks CVPR code 20
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS code 20
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation CVPR code 20
Real-time 'Actor-Critic' Tracking ECCV code 19
Hyperbolic Neural Networks NIPS code 19
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation ECCV code 19
Adversarially Learned One-Class Classifier for Novelty Detection CVPR code 19
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML code 19
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR code 19
Between-Class Learning for Image Classification CVPR code 19
Partial Transfer Learning With Selective Adversarial Networks CVPR code 18
Learning Single-View 3D Reconstruction with Limited Pose Supervision ECCV code 18
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR code 18
CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR code 18
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML code 18
LF-Net: Learning Local Features from Images NIPS code 18
Learning to Blend Photos ECCV code 18
Neural Architecture Search with Bayesian Optimisation and Optimal Transport NIPS code 18
Graph-Cut RANSAC CVPR code 18
Learning to Multitask NIPS code 18
Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR code 18
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning CVPR code 18
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR code 18
EC-Net: an Edge-aware Point set Consolidation Network ECCV code 18
Single Shot Scene Text Retrieval ECCV code 18
Flow-Grounded Spatial-Temporal Video Prediction from Still Images ECCV code 17
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR code 17
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR code 17
Deep High Dynamic Range Imaging with Large Foreground Motions ECCV code 17
LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR code 17
Im2Flow: Motion Hallucination From Static Images for Action Recognition CVPR code 17
Deep Randomized Ensembles for Metric Learning ECCV code 17
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints ECCV code 17
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR code 16
Dimensionality-Driven Learning with Noisy Labels ICML code 16
Deep Reinforcement Learning of Marked Temporal Point Processes NIPS code 16
Visual Question Reasoning on General Dependency Tree CVPR code 16
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR code 16
Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR code 15
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis CVPR code 15
Functional Gradient Boosting based on Residual Network Perception ICML code 15
Triplet Loss in Siamese Network for Object Tracking ECCV code 15
Crowd Counting With Deep Negative Correlation Learning CVPR code 15
Cross-Modal Deep Variational Hand Pose Estimation CVPR code 15
Visualizing the Loss Landscape of Neural Nets NIPS code 15
Conditional Image-Text Embedding Networks ECCV code 15
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR code 15
Speaker-Follower Models for Vision-and-Language Navigation NIPS code 15
Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR code 15
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NIPS code 15
Multi-scale Residual Network for Image Super-Resolution ECCV code 15
Audio-Visual Event Localization in Unconstrained Videos ECCV code 15
Coded Sparse Matrix Multiplication ICML code 15
Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment CVPR code 15
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR code 15
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images CVPR code 15
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR code 14
Fully Motion-Aware Network for Video Object Detection ECCV code 14
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR code 14
Revisiting Deep Intrinsic Image Decompositions CVPR code 14
Bayesian Optimization of Combinatorial Structures ICML code 14
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR code 14
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR code 14
Grounding Referring Expressions in Images by Variational Context CVPR code 14
A Spectral Approach to Gradient Estimation for Implicit Distributions ICML code 14
Neural Code Comprehension: A Learnable Representation of Code Semantics NIPS code 14
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images ECCV code 14
Hierarchical Relational Networks for Group Activity Recognition and Retrieval ECCV code 13
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR code 13
Efficient Neural Audio Synthesis ICML code 13
Toward Characteristic-Preserving Image-based Virtual Try-On Network ECCV code 13
Multi-Scale Weighted Nuclear Norm Image Restoration CVPR code 13
Weakly- and Semi-Supervised Panoptic Segmentation ECCV code 13
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data NIPS code 13
Link Prediction Based on Graph Neural Networks NIPS code 13
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders ECCV code 13
Adversarial Attack on Graph Structured Data ICML code 13
Learning and Using the Arrow of Time CVPR code 12
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points CVPR code 12
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML code 12
3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration ECCV code 12
Gesture Recognition: Focus on the Hands CVPR code 12
Collaborative and Adversarial Network for Unsupervised Domain Adaptation CVPR code 12
Image Transformer ICML code 12
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing CVPR code 12
Low-Shot Learning With Large-Scale Diffusion CVPR code 12
Local Spectral Graph Convolution for Point Set Feature Learning ECCV code 12
Fast Video Object Segmentation by Reference-Guided Mask Propagation CVPR code 12
NAG: Network for Adversary Generation CVPR code 12
Decouple Learning for Parameterized Image Operators ECCV code 12
Explainable Neural Computation via Stack Neural Module Networks ECCV code 12
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks CVPR code 11
Convolutional Sequence to Sequence Model for Human Dynamics CVPR code 11
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition ECCV code 11
Deep Expander Networks: Efficient Deep Networks from Graph Theory ECCV code 11
Joint Optimization Framework for Learning With Noisy Labels CVPR code 11
Learning Rich Features for Image Manipulation Detection CVPR code 11
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries ECCV code 11
Learning Transferable Architectures for Scalable Image Recognition CVPR code 11
Convolutional Image Captioning CVPR code 11
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation ECCV code 11
Hierarchical Multi-Label Classification Networks ICML code 11
Objects that Sound ECCV code 11
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML code 10
Adversarial Time-to-Event Modeling ICML code 10
Arbitrary Style Transfer With Deep Feature Reshuffle CVPR code 10
Joint Pose and Expression Modeling for Facial Expression Recognition CVPR code 10
CTAP: Complementary Temporal Action Proposal Generation ECCV code 10
Anonymous Walk Embeddings ICML code 10
Neural Sign Language Translation CVPR code 10
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR code 10
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies CVPR code 10
Deep One-Class Classification ICML code 10
Accelerating Natural Gradient with Higher-Order Invariance ICML code 10
Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR code 10
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation CVPR code 10
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction ICML code 10
Learning to Understand Image Blur CVPR code 10
Finding Influential Training Samples for Gradient Boosted Decision Trees ICML code 10
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation ECCV code 10
Future Person Localization in First-Person Videos CVPR code 10
Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR code 10
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks NIPS code 10
Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR code 10
Densely Connected Attention Propagation for Reading Comprehension NIPS code 10
Open Set Domain Adaptation by Backpropagation ECCV code 10
Learning Conditioned Graph Structures for Interpretable Visual Question Answering NIPS code 10
To Trust Or Not To Trust A Classifier NIPS code 9
Learning Dynamics of Linear Denoising Autoencoders ICML code 9
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR code 9
Learning Type-Aware Embeddings for Fashion Compatibility ECCV code 9
Hierarchical Novelty Detection for Visual Object Recognition CVPR code 9
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS code 9
Synthesizing Robust Adversarial Examples ICML code 9
Visual Coreference Resolution in Visual Dialog using Neural Module Networks ECCV code 9
Deep Diffeomorphic Transformer Networks CVPR code 9
Hashing as Tie-Aware Learning to Rank CVPR code 9
Rethinking the Form of Latent States in Image Captioning ECCV code 9
Learning a Discriminative Feature Network for Semantic Segmentation CVPR code 8
Learning by Asking Questions CVPR code 8
Analyzing Uncertainty in Neural Machine Translation ICML code 8
Cross-View Image Synthesis Using Conditional GANs CVPR code 8
Boosting Domain Adaptation by Discovering Latent Domains CVPR code 8
Salient Object Detection Driven by Fixation Prediction CVPR code 8
Fast Information-theoretic Bayesian Optimisation ICML code 8
Learning Superpixels With Segmentation-Aware Affinity Loss CVPR code 8
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation NIPS code 8
Variational Autoencoders for Deforming 3D Mesh Models CVPR code 8
AON: Towards Arbitrarily-Oriented Text Recognition CVPR code 8
Pose Proposal Networks ECCV code 8
Excitation Backprop for RNNs CVPR code 8
Deep Variational Reinforcement Learning for POMDPs ICML code 8
AMNet: Memorability Estimation With Attention CVPR code 8
PacGAN: The power of two samples in generative adversarial networks NIPS code 7
Conditional Prior Networks for Optical Flow ECCV code 7
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data ECCV code 7
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos CVPR code 7
Clipped Action Policy Gradient ICML code 7
Detecting and Correcting for Label Shift with Black Box Predictors ICML code 7
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR code 7
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation ICML code 7
Decoupled Parallel Backpropagation with Convergence Guarantee ICML code 7
A Two-Step Disentanglement Method CVPR code 6
Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR code 6
Generative Probabilistic Novelty Detection with Adversarial Autoencoders NIPS code 6
Gradually Updated Neural Networks for Large-Scale Image Recognition ICML code 6
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR code 6
Generative Adversarial Learning Towards Fast Weakly Supervised Detection CVPR code 6
Geometry-Aware Scene Text Detection With Instance Transformation Network CVPR code 6
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition CVPR code 6
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR code 6
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR code 6
On GANs and GMMs NIPS code 6
Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS code 6
Towards Open-Set Identity Preserving Face Synthesis CVPR code 6
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR code 6
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR code 6
Learning to Separate Object Sounds by Watching Unlabeled Video ECCV code 5
Ultra Large-Scale Feature Selection using Count-Sketches ICML code 5
Banach Wasserstein GAN NIPS code 5
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering CVPR code 5
Inter and Intra Topic Structure Learning with Word Embeddings ICML code 5
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR code 5
Transfer Learning via Learning to Transfer ICML code 5
Explicit Inductive Bias for Transfer Learning with Convolutional Networks ICML code 5
Bilevel Programming for Hyperparameter Optimization and Meta-Learning ICML code 5
Unsupervised holistic image generation from key local patches ECCV code 5
Specular-to-Diffuse Translation for Multi-View Reconstruction ECCV code 5
Attention in Convolutional LSTM for Gesture Recognition NIPS code 5
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking ECCV code 5
Dynamic-Structured Semantic Propagation Network CVPR code 5
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML code 5
The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML code 5
Fully-Convolutional Point Networks for Large-Scale Point Clouds ECCV code 5
Blind Justice: Fairness with Encrypted Sensitive Attributes ICML code 5
Adversarial Learning with Local Coordinate Coding ICML code 5
Don’t Just Assume Look and Answer: Overcoming Priors for Visual Question Answering CVPR code 5
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters ECCV code 5
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML code 5
Recovering 3D Planes from a Single Image via Convolutional Neural Networks ECCV code 5
Dynamic Conditional Networks for Few-Shot Learning ECCV code 5
Inner Space Preserving Generative Pose Machine ECCV code 5
Neural Architecture Optimization NIPS code 5
Low-Shot Learning With Imprinted Weights CVPR code 5
Learning Steady-States of Iterative Algorithms over Graphs ICML code 5
Estimating the Success of Unsupervised Image to Image Translation ECCV code 4
Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR code 4
Towards Realistic Predictors ECCV code 4
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior ECCV code 4
Multimodal Generative Models for Scalable Weakly-Supervised Learning NIPS code 4
End-to-End Incremental Learning ECCV code 4
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction CVPR code 4
Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-based Modeling ECCV code 4
Inference Suboptimality in Variational Autoencoders ICML code 4
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR code 4
BourGAN: Generative Networks with Metric Embeddings NIPS code 4
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images CVPR code 4
The Description Length of Deep Learning models NIPS code 4
Robust Physical-World Attacks on Deep Learning Visual Classification CVPR code 4
Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML code 4
Quadrature-based features for kernel approximation NIPS code 4
Breaking the Activation Function Bottleneck through Adaptive Parameterization NIPS code 4
Mutual Information Neural Estimation ICML code 4
Differentially Private Database Release via Kernel Mean Embeddings ICML code 4
Statistically-motivated Second-order Pooling ECCV code 4
DVQA: Understanding Data Visualizations via Question Answering CVPR code 4
Semantic Video Segmentation by Gated Recurrent Flow Propagation CVPR code 4
Human Pose Estimation With Parsing Induced Learner CVPR code 4
Classification from Pairwise Similarity and Unlabeled Data ICML code 4
Transferable Adversarial Perturbations ECCV code 4
Deep Burst Denoising ECCV code 3
Tracking Emerges by Colorizing Videos ECCV code 3
Diverse and Coherent Paragraph Generation from Images ECCV code 3
Statistical Recurrent Models on Manifold valued Data NIPS code 3
Deepcode: Feedback Codes via Deep Learning NIPS code 3
SegStereo: Exploiting Semantic Information for Disparity Estimation ECCV code 3
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML code 3
Orthogonally Decoupled Variational Gaussian Processes NIPS code 3
Assessing Generative Models via Precision and Recall NIPS code 3
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition CVPR code 3
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation CVPR code 3
HiDDeN: Hiding Data with Deep Networks ECCV code 3
Convergent Tree Backup and Retrace with Function Approximation ICML code 3
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR code 3
Learning to Branch ICML code 3
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care ICML code 3
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification ECCV code 3
Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR code 3
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking ECCV code 3
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR code 3
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving ECCV code 3
Parallel Bayesian Network Structure Learning ICML code 3
Constraint-Aware Deep Neural Network Compression ECCV code 3
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR code 3
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos ECCV code 3
Image Super-Resolution via Dual-State Recurrent Networks CVPR code 3

2017

Title Conf Code Stars
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS code 42136
Bridging the Gap Between Value and Policy Based Reinforcement Learning NIPS code 42136
Focal Loss for Dense Object Detection ICCV code 16494
Deep Photo Style Transfer CVPR code 11231
Mask R-CNN ICCV code 7833
LightGBM: A Highly Efficient Gradient Boosting Decision Tree NIPS code 6724
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation NIPS code 5478
Attention is All you Need NIPS code 5149
Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression ICCV code 3194
Densely Connected Convolutional Networks CVPR code 2902
A Unified Approach to Interpreting Model Predictions NIPS code 2201
Deformable Convolutional Networks ICCV code 1796
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games NIPS code 1763
Fully Convolutional Instance-Aware Semantic Segmentation CVPR code 1330
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation CVPR code 1283
Aggregated Residual Transformations for Deep Neural Networks CVPR code 1279
Improved Training of Wasserstein GANs NIPS code 1277
Photographic Image Synthesis With Cascaded Refinement Networks ICCV code 1113
Unsupervised Image-to-Image Translation Networks NIPS code 1095
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network CVPR code 1068
High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis CVPR code 1029
SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR code 945
Bayesian GAN NIPS code 929
Deep Feature Flow for Video Recognition CVPR code 890
Pyramid Scene Parsing Network CVPR code 848
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS code 844
Finding Tiny Faces CVPR code 789
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks ICML code 761
YOLO9000: Better, Faster, Stronger CVPR code 719
Toward Multimodal Image-to-Image Translation NIPS code 697
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks CVPR code 657
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NIPS code 624
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML code 613
Inferring and Executing Programs for Visual Reasoning ICCV code 612
Channel Pruning for Accelerating Very Deep Neural Networks ICCV code 556
Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML code 546
Dilated Residual Networks CVPR code 543
DSOD: Learning Deeply Supervised Object Detectors From Scratch ICCV code 539
Arbitrary Style Transfer in Real-Time With Adaptive Instance Normalization ICCV code 523
Learning Disentangled Representations with Semi-Supervised Deep Generative Models NIPS code 511
How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks) ICCV code 485
Learning From Simulated and Unsupervised Images Through Adversarial Training CVPR code 475
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network CVPR code 475
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space CVPR code 468
GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence CVPR code 426
SSH: Single Stage Headless Face Detector ICCV code 419
Dual Path Networks NIPS code 418
Video Frame Interpolation via Adaptive Convolution CVPR code 412
Video Frame Interpolation via Adaptive Separable Convolution ICCV code 412
Joint Detection and Identification Feature Learning for Person Search CVPR code 409
Inductive Representation Learning on Large Graphs NIPS code 400
Flow-Guided Feature Aggregation for Video Object Detection ICCV code 387
Recurrent Highway Networks ICML code 387
Deep Image Matting CVPR code 362
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results NIPS code 347
Detect to Track and Track to Detect ICCV code 345
Annotating Object Instances With a Polygon-RNN CVPR code 330
RON: Reverse Connection With Objectness Prior Networks for Object Detection CVPR code 329
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation CVPR code 328
Deep Lattice Networks and Partial Monotonic Functions NIPS code 320
Detecting Oriented Text in Natural Images by Linking Segments CVPR code 317
Universal Style Transfer via Feature Transforms NIPS code 315
Accurate Single Stage Detector Using Recurrent Rolling Convolution CVPR code 304
One-Shot Video Object Segmentation CVPR code 297
Efficient softmax approximation for GPUs ICML code 289
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution CVPR code 283
Pixel Recursive Super Resolution ICCV code 280
Residual Attention Network for Image Classification CVPR code 277
OctNet: Learning Deep 3D Representations at High Resolutions CVPR code 274
Dilated Recurrent Neural Networks NIPS code 271
The Predictron: End-To-End Learning and Planning ICML code 267
Feature Pyramid Networks for Object Detection CVPR code 267
DeepBach: a Steerable Model for Bach Chorales Generation ICML code 259
Self-Critical Sequence Training for Image Captioning CVPR code 256
Style Transfer from Non-Parallel Text by Cross-Alignment NIPS code 255
Age Progression/Regression by Conditional Adversarial Autoencoder CVPR code 252
Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image CVPR code 241
Richer Convolutional Features for Edge Detection CVPR code 234
OptNet: Differentiable Optimization as a Layer in Neural Networks ICML code 228
Deep Voice: Real-time Neural Text-to-Speech ICML code 228
Convolutional Sequence to Sequence Learning ICML code 224
Reinforcement Learning with Deep Energy-Based Policies ICML code 204
RMPE: Regional Multi-Person Pose Estimation ICCV code 203
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning CVPR code 202
Stacked Generative Adversarial Networks CVPR code 202
Spatially Adaptive Computation Time for Residual Networks CVPR code 198
BlitzNet: A Real-Time Deep Network for Scene Understanding ICCV code 198
Language Modeling with Gated Convolutional Networks ICML code 197
The Reversible Residual Network: Backpropagation Without Storing Activations NIPS code 193
Prototypical Networks for Few-shot Learning NIPS code 193
Generative Face Completion CVPR code 191
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro ICCV code 191
A Point Set Generation Network for 3D Object Reconstruction From a Single Image CVPR code 189
Recurrent Scale Approximation for Object Detection in CNN ICCV code 188
Visual Dialog CVPR code 185
Deeply Supervised Salient Object Detection With Short Connections CVPR code 185
FastMask: Segment Multi-Scale Object Candidates in One Shot CVPR code 183
Interpretable Explanations of Black Boxes by Meaningful Perturbation ICCV code 175
Learning Deep CNN Denoiser Prior for Image Restoration CVPR code 174
Semantic Scene Completion From a Single Depth Image CVPR code 172
Inverse Compositional Spatial Transformer Networks CVPR code 169
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition ICCV code 168
Be Your Own Prada: Fashion Synthesis With Structural Coherence ICCV code 167
Learning Feature Pyramids for Human Pose Estimation ICCV code 166
OnACID: Online Analysis of Calcium Imaging Data in Real Time NIPS code 166
Multi-View 3D Object Detection Network for Autonomous Driving CVPR code 164
Learning to Reason: End-To-End Module Networks for Visual Question Answering ICCV code 163
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources ICCV code 163
Learning Efficient Convolutional Networks Through Network Slimming ICCV code 162
3D Bounding Box Estimation Using Deep Learning and Geometry CVPR code 161
Learning From Synthetic Humans CVPR code 160
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium NIPS code 160
Fast Image Processing With Fully-Convolutional Networks ICCV code 159
Scene Graph Generation by Iterative Message Passing CVPR code 158
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis ICCV code 157
Single Shot Text Detector With Regional Attention ICCV code 154
Oriented Response Networks CVPR code 151
Image Super-Resolution via Deep Recursive Residual Network CVPR code 149
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR code 145
On Human Motion Prediction Using Recurrent Neural Networks CVPR code 144
Language Modeling with Recurrent Highway Hypernetworks NIPS code 143
Learning Multiple Tasks with Multilinear Relationship Networks NIPS code 142
Soft Proposal Networks for Weakly Supervised Object Localization ICCV code 141
Axiomatic Attribution for Deep Networks ICML code 140
Simple Does It: Weakly Supervised Instance and Semantic Segmentation CVPR code 139
Deep Feature Interpolation for Image Content Changes CVPR code 139
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning NIPS code 138
Low-Shot Visual Recognition by Shrinking and Hallucinating Features ICCV code 138
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks ICML code 132
Triple Generative Adversarial Nets NIPS code 131
Input Convex Neural Networks ICML code 130
Attentive Recurrent Comparators ICML code 130
Conditional Similarity Networks CVPR code 130
Detecting Visual Relationships With Deep Relational Networks CVPR code 129
Attend to You: Personalized Image Captioning With Context Sequence Memory Networks CVPR code 128
One-Sided Unsupervised Domain Mapping NIPS code 128
Gradient Episodic Memory for Continual Learning NIPS code 126
Controlling Perceptual Factors in Neural Style Transfer CVPR code 125
CREST: Convolutional Residual Learning for Visual Tracking ICCV code 124
Multi-Context Attention for Human Pose Estimation CVPR code 124
Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach ICCV code 121
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow ICCV code 120
Bayesian Compression for Deep Learning NIPS code 119
Segmentation-Aware Convolutional Networks Using Local Attention Masks ICCV code 119
DSAC - Differentiable RANSAC for Camera Localization CVPR code 118
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NIPS code 117
Value Prediction Network NIPS code 116
Discriminative Correlation Filter With Channel and Spatial Reliability CVPR code 115
Hierarchical Attentive Recurrent Tracking NIPS code 115
Associative Domain Adaptation ICCV code 114
Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks CVPR code 114
Semantic Image Synthesis via Adversarial Learning ICCV code 112
SVDNet for Pedestrian Retrieval ICCV code 112
Learning a Multi-View Stereo Machine NIPS code 112
Spatiotemporal Multiplier Networks for Video Action Recognition CVPR code 110
Deep Pyramidal Residual Networks CVPR code 110
Concrete Dropout NIPS code 110
PoseTrack: Joint Multi-Person Pose Estimation and Tracking CVPR code 108
Deep Watershed Transform for Instance Segmentation CVPR code 107
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS code 107
Good Semi-supervised Learning That Requires a Bad GAN NIPS code 107
MemNet: A Persistent Memory Network for Image Restoration ICCV code 106
Show, Adapt and Tell: Adversarial Training of Cross-Domain Image Captioner ICCV code 106
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction CVPR code 105
Compressed Sensing using Generative Models ICML code 104
FeUdal Networks for Hierarchical Reinforcement Learning ICML code 103
Unrestricted Facial Geometry Reconstruction Using Image-To-Image Translation ICCV code 103
Bayesian Optimization with Gradients NIPS code 103
Switching Convolutional Neural Network for Crowd Counting CVPR code 102
Detail-Revealing Deep Video Super-Resolution ICCV code 102
Deep Hyperspherical Learning NIPS code 101
Working hard to know your neighbor's margins: Local descriptor learning loss NIPS code 100
Train longer, generalize better: closing the generalization gap in large batch training of neural networks NIPS code 99
Video Frame Synthesis Using Deep Voxel Flow ICCV code 98
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation CVPR code 97
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression ICCV code 96
Adversarial Discriminative Domain Adaptation CVPR code 94
Interleaved Group Convolutions ICCV code 94
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency CVPR code 93
Task-based End-to-end Model Learning in Stochastic Optimization NIPS code 91
Learning to Compose Domain-Specific Transformations for Data Augmentation NIPS code 88
Decoupled Neural Interfaces using Synthetic Gradients ICML code 85
Learning a Deep Embedding Model for Zero-Shot Learning CVPR code 85
Semantic Autoencoder for Zero-Shot Learning CVPR code 84
ECO: Efficient Convolution Operators for Tracking CVPR code 84
Learning Combinatorial Optimization Algorithms over Graphs NIPS code 84
AMC: Attention guided Multi-modal Correlation Learning for Image Search CVPR code 84
Genetic CNN ICCV code 83
HashNet: Deep Learning to Hash by Continuation ICCV code 83
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS code 83
Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR code 82
Fast-Slow Recurrent Neural Networks NIPS code 82
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR code 82
GANs for Biological Image Synthesis ICCV code 82
Representation Learning by Learning to Count ICCV code 81
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search NIPS code 79
Optical Flow in Mostly Rigid Scenes CVPR code 79
Causal Effect Inference with Deep Latent-Variable Models NIPS code 77
Octree Generating Networks: Efficient Convolutional Architectures for High-Resolution 3D Outputs ICCV code 77
MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS code 76
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS code 76
Multiple Instance Detection Network With Online Instance Classifier Refinement CVPR code 76
Deeply-Learned Part-Aligned Representations for Person Re-Identification ICCV code 76
Deep Video Deblurring for Hand-Held Cameras CVPR code 76
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation CVPR code 76
A-NICE-MC: Adversarial Training for MCMC NIPS code 74
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data CVPR code 74
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose CVPR code 74
Local Binary Convolutional Neural Networks CVPR code 73
Hard-Aware Deeply Cascaded Embedding ICCV code 71
End-To-End Instance Segmentation With Recurrent Attention CVPR code 71
Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning CVPR code 71
Query-Guided Regression Network With Context Policy for Phrase Grounding ICCV code 71
Constrained Policy Optimization ICML code 70
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS code 69
Unsupervised Video Summarization With Adversarial LSTM Networks CVPR code 69
Learning Shape Abstractions by Assembling Volumetric Primitives CVPR code 69
Top-Down Visual Saliency Guided by Captions CVPR code 68
Positive-Unlabeled Learning with Non-Negative Risk Estimator NIPS code 67
What Actions Are Needed for Understanding Human Actions in Videos? ICCV code 67
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis CVPR code 67
Feedback Networks CVPR code 66
Deep Image Harmonization CVPR code 66
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR code 64
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR code 64
Video Propagation Networks CVPR code 64
Optical Flow Estimation Using a Spatial Pyramid Network CVPR code 63
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals ICCV code 62
SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis ICCV code 62
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification ICCV code 62
Raster-To-Vector: Revisiting Floorplan Transformation ICCV code 61
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR code 61
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade CVPR code 60
Training Deep Networks without Learning Rates Through Coin Betting NIPS code 60
Playing for Benchmarks ICCV code 60
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS code 59
Quality Aware Network for Set to Set Recognition CVPR code 58
Person Re-Identification in the Wild CVPR code 58
Dance Dance Convolution ICML code 58
AdaGAN: Boosting Generative Models NIPS code 58
Convolutional Gaussian Processes NIPS code 57
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks CVPR code 57
Doubly Stochastic Variational Inference for Deep Gaussian Processes NIPS code 57
Toward Controlled Generation of Text ICML code 57
Full Resolution Image Compression With Recurrent Neural Networks CVPR code 56
Factorized Bilinear Models for Image Recognition ICCV code 55
Modeling Relationships in Referential Expressions With Compositional Modular Networks CVPR code 55
Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising ICCV code 55
Image-To-Image Translation With Conditional Adversarial Networks CVPR code 54
Escape From Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models ICCV code 54
Deep Subspace Clustering Networks NIPS code 54
End-To-End 3D Face Reconstruction With Deep Neural Networks CVPR code 54
Online and Linear-Time Attention by Enforcing Monotonic Alignments ICML code 54
Unsupervised Learning by Predicting Noise ICML code 54
On-the-fly Operation Batching in Dynamic Computation Graphs NIPS code 53
A Distributional Perspective on Reinforcement Learning ICML code 53
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection CVPR code 52
CoupleNet: Coupling Global Structure With Local Parts for Object Detection ICCV code 52
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes ICCV code 51
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS code 50
Dense-Captioning Events in Videos ICCV code 49
SST: Single-Stream Temporal Action Proposals CVPR code 49
Differentiable Learning of Logical Rules for Knowledge Base Reasoning NIPS code 49
Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks CVPR code 48
Triangle Generative Adversarial Networks NIPS code 48
Learning Discrete Representations via Information Maximizing Self-Augmented Training ICML code 48
Deep IV: A Flexible Approach for Counterfactual Prediction ICML code 48
Curiosity-driven Exploration by Self-supervised Prediction ICML code 48
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space CVPR code 47
Person Search With Natural Language Description CVPR code 47
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NIPS code 47
Towards Diverse and Natural Image Descriptions via a Conditional GAN ICCV code 47
EAST: An Efficient and Accurate Scene Text Detector CVPR code 46
Learning Blind Motion Deblurring ICCV code 46
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos CVPR code 46
Predicting Deeper Into the Future of Semantic Segmentation ICCV code 46
Grammar Variational Autoencoder ICML code 45
Hybrid Reward Architecture for Reinforcement Learning NIPS code 43
Semantic Video CNNs Through Representation Warping ICCV code 43
Modulating early visual processing by language NIPS code 43
Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS code 42
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations CVPR code 42
Localizing Moments in Video With Natural Language ICCV code 42
Neural Expectation Maximization NIPS code 42
Video Pixel Networks ICML code 42
Adversarial Examples for Semantic Segmentation and Object Detection ICCV code 41
Xception: Deep Learning With Depthwise Separable Convolutions CVPR code 41
Learning Residual Images for Face Attribute Manipulation CVPR code 41
Visual Translation Embedding Network for Visual Relation Detection CVPR code 41
Accurate Optical Flow via Direct Cost Volume Processing CVPR code 40
Deriving Neural Architectures from Sequence and Graph Kernels ICML code 40
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NIPS code 40
Semantic Compositional Networks for Visual Captioning CVPR code 40
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS code 39
Stabilizing Training of Generative Adversarial Networks through Regularization NIPS code 39
On-Demand Learning for Deep Image Restoration ICCV code 38
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing ICCV code 38
Learned D-AMP: Principled Neural Network based Compressive Image Recovery NIPS code 38
Neural Scene De-Rendering CVPR code 38
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution ICCV code 38
Generalized Orderless Pooling Performs Implicit Salient Matching ICCV code 38
Masked Autoregressive Flow for Density Estimation NIPS code 37
Comparative Evaluation of Hand-Crafted and Learned Local Features CVPR code 37
Least Squares Generative Adversarial Networks ICCV code 37
Multiplicative Normalizing Flows for Variational Bayesian Neural Networks ICML code 37
A Linear-Time Kernel Goodness-of-Fit Test NIPS code 37
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions NIPS code 37
Fast Fourier Color Constancy CVPR code 37
Neural Episodic Control ICML code 37
Face Normals "In-The-Wild" Using Fully Convolutional Networks CVPR code 36
Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR code 36
Unsupervised Adaptation for Deep Stereo ICCV code 36
What's in a Question: Using Visual Questions as a Form of Supervision CVPR code 36
Temporal Generative Adversarial Nets With Singular Value Clipping ICCV code 36
Diversified Texture Synthesis With Feed-Forward Networks CVPR code 36
TALL: Temporal Activity Localization via Language Query ICCV code 35
Deep Spectral Clustering Learning ICML code 35
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling CVPR code 35
Template Matching With Deformable Diversity Similarity CVPR code 35
Structured Embedding Models for Grouped Data NIPS code 34
Learning to Generate Long-term Future via Hierarchical Prediction ICML code 33
Real Time Image Saliency for Black Box Classifiers NIPS code 32
Structured Attentions for Visual Question Answering ICCV code 32
Unified Deep Supervised Domain Adaptation and Generalization ICCV code 32
Conditional Image Synthesis with Auxiliary Classifier GANs ICML code 31
Learning Detection With Diverse Proposals CVPR code 31
Dynamic Word Embeddings ICML code 31
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis ICCV code 31
QMDP-Net: Deep Learning for Planning under Partial Observability NIPS code 30
Using Ranking-CNN for Age Estimation CVPR code 30
Safe Model-based Reinforcement Learning with Stability Guarantees NIPS code 30
Deep Transfer Learning with Joint Adaptation Networks ICML code 29
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization CVPR code 29
Geometric Loss Functions for Camera Pose Regression With Deep Learning CVPR code 29
SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML code 29
3D-PRNN: Generating Shape Primitives With Recurrent Neural Networks ICCV code 29
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes CVPR code 29
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder CVPR code 28
Continual Learning Through Synaptic Intelligence ICML code 28
The Statistical Recurrent Unit ICML code 28
Semantic Image Inpainting With Deep Generative Models CVPR code 28
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis CVPR code 28
StyleNet: Generating Attractive Visual Captions With Styles CVPR code 28
Learning Active Learning from Data NIPS code 27
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training ICCV code 27
Unsupervised Learning of Disentangled Representations from Video NIPS code 27
LCNN: Lookup-Based Convolutional Neural Network CVPR code 27
GP CaKe: Effective brain connectivity with causal kernels NIPS code 27
Deep Learning on Lie Groups for Skeleton-Based Action Recognition CVPR code 26
Hierarchical Boundary-Aware Neural Encoder for Video Captioning CVPR code 26
A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation CVPR code 26
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations CVPR code 26
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR code 25
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure NIPS code 25
Deep Co-Occurrence Feature Learning for Visual Object Recognition CVPR code 25
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection CVPR code 25
DeepCD: Learning Deep Complementary Descriptors for Patch Representations ICCV code 25
State-Frequency Memory Recurrent Neural Networks ICML code 25
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS code 25
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields CVPR code 25
Learning Spread-Out Local Feature Descriptors ICCV code 24
Learning to Detect Salient Objects With Image-Level Supervision CVPR code 23
No Fuss Distance Metric Learning Using Proxies ICCV code 23
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR code 23
Reducing Reparameterization Gradient Variance NIPS code 23
Neural Message Passing for Quantum Chemistry ICML code 23
YASS: Yet Another Spike Sorter NIPS code 23
Shading Annotations in the Wild CVPR code 23
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions ICML code 22
Exploiting Saliency for Object Segmentation From Image Level Labels CVPR code 22
Universal Adversarial Perturbations CVPR code 22
Temporal Context Network for Activity Localization in Videos ICCV code 22
Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues ICCV code 22
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer CVPR code 22
Interspecies Knowledge Transfer for Facial Keypoint Detection CVPR code 22
Contrastive Learning for Image Captioning NIPS code 22
Domain-Adaptive Deep Network Compression ICCV code 22
Straight to Shapes: Real-Time Detection of Encoded Shapes CVPR code 21
Hash Embeddings for Efficient Word Representations NIPS code 21
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NIPS code 21
Zero-Order Reverse Filtering ICCV code 21
Joint distribution optimal transportation for domain adaptation NIPS code 21
Real-Time Neural Style Transfer for Videos CVPR code 21
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS code 21
Asymmetric Tri-training for Unsupervised Domain Adaptation ICML code 20
The Numerics of GANs NIPS code 20
Learning Continuous Semantic Representations of Symbolic Expressions ICML code 20
Learning High Dynamic Range From Outdoor Panoramas ICCV code 20
Weakly-Supervised Learning of Visual Relations ICCV code 20
Dense Captioning With Joint Inference and Visual Context CVPR code 20
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling CVPR code 20
Deep Mean-Shift Priors for Image Restoration NIPS code 20
Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization ICCV code 19
Learning to Pivot with Adversarial Networks NIPS code 19
When Unsupervised Domain Adaptation Meets Tensor Representations ICCV code 19
Deep Growing Learning ICCV code 19
Towards Accurate Multi-Person Pose Estimation in the Wild CVPR code 19
Adversarial Feature Matching for Text Generation ICML code 19
DropoutNet: Addressing Cold Start in Recommender Systems NIPS code 19
Incremental Learning of Object Detectors Without Catastrophic Forgetting ICCV code 18
Image Super-Resolution Using Dense Skip Connections ICCV code 18
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition CVPR code 18
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML code 18
Stochastic Generative Hashing ICML code 18
Structured Generative Adversarial Networks NIPS code 18
Combined Group and Exclusive Sparsity for Deep Neural Networks ICML code 18
Event-Based Visual Inertial Odometry CVPR code 18
Joint Gap Detection and Inpainting of Line Drawings CVPR code 18
Context Selection for Embedding Models NIPS code 18
Predictive-Corrective Networks for Action Detection CVPR code 17
Open Set Domain Adaptation ICCV code 17
Learning Dynamic Siamese Network for Visual Object Tracking ICCV code 17
Scene Parsing With Global Context Embedding ICCV code 17
Dual Discriminator Generative Adversarial Nets NIPS code 17
A Bayesian Data Augmentation Approach for Learning Deep Models NIPS code 17
DualNet: Learn Complementary Features for Image Recognition ICCV code 17
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks CVPR code 16
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM NIPS code 16
Attentive Semantic Video Generation Using Captions ICCV code 16
Learning Compact Geometric Features ICCV code 16
Estimating Mutual Information for Discrete-Continuous Mixtures NIPS code 16
POSEidon: Face-From-Depth for Driver Pose Estimation CVPR code 16
FALKON: An Optimal Large Scale Kernel Method NIPS code 16
Deep Unsupervised Similarity Learning Using Partially Ordered Sets CVPR code 16
Neural system identification for large populations separating “what” and “where” NIPS code 16
Zero-Inflated Exponential Family Embeddings ICML code 16
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR code 16
Shallow Updates for Deep Reinforcement Learning NIPS code 15
Learning Spherical Convolution for Fast Features from 360° Imagery NIPS code 15
Deep Metric Learning via Facility Location CVPR code 15
BIER - Boosting Independent Embeddings Robustly ICCV code 15
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NIPS code 15
Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks ICCV code 15
Automatic Discovery of the Statistical Types of Variables in a Dataset ICML code 15
Learning to Push the Limits of Efficient FFT-Based Image Deconvolution ICCV code 14
Label Distribution Learning Forests NIPS code 14
Deep Learning with Topological Signatures NIPS code 14
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing CVPR code 14
Structure-Measure: A New Way to Evaluate Foreground Maps ICCV code 14
Automatic Spatially-Aware Fashion Concept Discovery ICCV code 14
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes CVPR code 14
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS code 14
StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR code 14
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification CVPR code 14
Off-policy evaluation for slate recommendation NIPS code 14
Few-Shot Learning Through an Information Retrieval Lens NIPS code 14
RoomNet: End-To-End Room Layout Estimation ICCV code 13
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NIPS code 13
Captioning Images With Diverse Objects CVPR code 13
Multi-Information Source Optimization NIPS code 13
Federated Multi-Task Learning NIPS code 13
Spherical convolutions and their application in molecular modelling NIPS code 13
Variational Dropout Sparsifies Deep Neural Networks ICML code 13
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation ICCV code 13
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems ICCV code 13
Weakly Supervised Affordance Detection CVPR code 13
Recurrent 3D Pose Sequence Machines CVPR code 13
Multigrid Neural Architectures CVPR code 12
Streaming Sparse Gaussian Process Approximations NIPS code 12
Awesome Typography: Statistics-Based Text Effects Transfer CVPR code 12
Consensus Convolutional Sparse Coding ICCV code 12
Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning ICCV code 12
Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations ICCV code 12
Realistic Dynamic Facial Textures From a Single Image Using GANs ICCV code 12
Light Field Blind Motion Deblurring CVPR code 12
Deep Supervised Discrete Hashing NIPS code 12
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NIPS code 12
Wasserstein Generative Adversarial Networks ICML code 12
Coordinated Multi-Agent Imitation Learning ICML code 12
Deep Cross-Modal Hashing CVPR code 12
Convexified Convolutional Neural Networks ICML code 12
Convolutional Neural Network Architecture for Geometric Matching CVPR code 12
Learning Diverse Image Colorization CVPR code 11
Neural Face Editing With Intrinsic Image Disentangling CVPR code 11
IM2CAD CVPR code 11
Generalized Deep Image to Image Regression CVPR code 11
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs NIPS code 11
Predictive State Recurrent Neural Networks NIPS code 11
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval ICCV code 11
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification NIPS code 11
On Fairness and Calibration NIPS code 11
Joint Learning of Object and Action Detectors ICCV code 11
Scalable Log Determinants for Gaussian Process Kernel Learning NIPS code 10
Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective ICCV code 10
Chained Multi-Stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection ICCV code 10
Differential Angular Imaging for Material Recognition CVPR code 10
Asynchronous Stochastic Gradient Descent with Delay Compensation ICML code 10
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection CVPR code 10
Non-Local Deep Features for Salient Object Detection CVPR code 10
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur CVPR code 10
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin NIPS code 10
Learned Contextual Feature Reweighting for Image Geo-Localization CVPR code 10
f-GANs in an Information Geometric Nutshell NIPS code 10
High-Order Attention Models for Visual Question Answering NIPS code 10
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
Surface Normals in the Wild ICCV code 9
CVAE-GAN: Fine-Grained Image Generation Through Asymmetric Training ICCV code 9
VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization ICCV code 9
Attentional Correlation Filter Network for Adaptive Visual Tracking CVPR code 9
Learning Motion Patterns in Videos CVPR code 9
Confident Multiple Choice Learning ICML code 9
Max-value Entropy Search for Efficient Bayesian Optimization ICML code 9
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents CVPR code 9
Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization ICCV code 9
Fisher GAN NIPS code 9
Removing Rain From Single Images via a Deep Detail Network CVPR code 9
Do Deep Neural Networks Suffer from Crowding? NIPS code 9
Gradient descent GAN optimization is locally stable NIPS code 9
DeepNav: Learning to Navigate Large Cities CVPR code 8
Affinity Clustering: Hierarchical Clustering at Scale NIPS code 8
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR code 8
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation NIPS code 8
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability ICML code 8
Curriculum Dropout ICCV code 8
A Multilayer-Based Framework for Online Background Subtraction With Freely Moving Cameras ICCV code 8
Online multiclass boosting NIPS code 8
Neural Aggregation Network for Video Face Recognition CVPR code 8
Cost efficient gradient boosting NIPS code 8
Benchmarking Denoising Algorithms With Real Photographs CVPR code 8
Introspective Neural Networks for Generative Modeling ICCV code 8
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NIPS code 8
Gaze Embeddings for Zero-Shot Image Classification CVPR code 8
Predicting Human Activities Using Stochastic Grammar ICCV code 8
Revisiting IM2GPS in the Deep Learning Era ICCV code 8
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images ICCV code 7
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition CVPR code 7
RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos ICCV code 7
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR code 7
Lost Relatives of the Gumbel Trick ICML code 7
A Hierarchical Approach for Generating Descriptive Image Paragraphs CVPR code 7
Diverse Image Annotation CVPR code 7
Reasoning About Fine-Grained Attribute Phrases Using Reference Games ICCV code 6
Deep Crisp Boundaries CVPR code 6
Multi-Label Image Recognition by Recurrently Discovering Attentional Regions ICCV code 6
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NIPS code 6
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS code 6
Improving Training of Deep Neural Networks via Singular Value Bounding CVPR code 6
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NIPS code 6
Building a Regular Decision Boundary With Deep Networks CVPR code 6
DeepPermNet: Visual Permutation Learning CVPR code 6
Bayesian inference on random simple graphs with power law degree distributions ICML code 6
End-To-End Learning of Geometry and Context for Deep Stereo Regression ICCV code 6
Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction ICCV code 6
Model-Powered Conditional Independence Test NIPS code 6
Tensor Biclustering NIPS code 6
Following Gaze in Video ICCV code 6
Riemannian approach to batch normalization NIPS code 6
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks CVPR code 6
Personalized Image Aesthetics ICCV code 6
Optimized Pre-Processing for Discrimination Prevention NIPS code 6
Viraliency: Pooling Local Virality CVPR code 5
The World of Fast Moving Objects CVPR code 5
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NIPS code 5
Testing and Learning on Distributions with Symmetric Noise Invariance NIPS code 5
Diving into the shallows: a computational perspective on large-scale shallow learning NIPS code 5
Regret Minimization in MDPs with Options without Prior Knowledge NIPS code 5
Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation ICCV code 5
Rotation Equivariant Vector Field Networks ICCV code 5
Centered Weight Normalization in Accelerating Training of Deep Neural Networks ICCV code 5
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification CVPR code 5
Learning From Video and Text via Large-Scale Discriminative Clustering ICCV code 5
K-Medoids For K-Means Seeding NIPS code 5
Cross-Modality Binary Code Learning via Fusion Similarity Hashing CVPR code 5
Robust Adversarial Reinforcement Learning ICML code 5
Unsupervised Monocular Depth Estimation With Left-Right Consistency CVPR code 5
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference NIPS code 5
Sparse convolutional coding for neuronal assembly detection NIPS code 5
SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition ICCV code 5
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS code 5
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework ICCV code 5
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NIPS code 5
Learning Algorithms for Active Learning ICML code 5
Recursive Sampling for the Nystrom Method NIPS code 5
Cognitive Mapping and Planning for Visual Navigation CVPR code 5
Attention-Aware Face Hallucination via Deep Reinforcement Learning CVPR code 4
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths CVPR code 4
Bottleneck Conditional Density Estimation ICML code 4
Question Asking as Program Generation NIPS code 4
Understanding Black-box Predictions via Influence Functions ICML code 4
Forecasting Human Dynamics From Static Images CVPR code 4
Global optimization of Lipschitz functions ICML code 4
Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML code 4
Discover and Learn New Objects From Documentaries CVPR code 4
Object Co-Skeletonization With Co-Segmentation CVPR code 4
Self-Organized Text Detection With Minimal Post-Processing via Border Learning ICCV code 4
Predicting Salient Face in Multiple-Face Videos CVPR code 4
Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization ICCV code 4
Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning ICCV code 4
From Red Wine to Red Tomato: Composition With Context CVPR code 4
Pose-Aware Person Recognition CVPR code 4
Active Decision Boundary Annotation With Deep Generative Models ICCV code 4
From Bayesian Sparsity to Gated Recurrent Nets NIPS code 4
Differentially private Bayesian learning on distributed data NIPS code 4
Decoupling "when to update" from "how to update" NIPS code 4
Joint Discovery of Object States and Manipulation Actions ICCV code 4
Adversarial Surrogate Losses for Ordinal Regression NIPS code 3
Large Margin Object Tracking With Circulant Feature Maps CVPR code 3
Tensor Belief Propagation ICML code 3
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs NIPS code 3
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach CVPR code 3
A Unified View of Multi-Label Performance Measures ICML code 3
Encoder Based Lifelong Learning ICCV code 3
Aesthetic Critiques Generation for Photos ICCV code 3
ROAM: A Rich Object Appearance Model With Application to Rotoscoping CVPR code 3
Loss Max-Pooling for Semantic Image Segmentation CVPR code 3
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms NIPS code 3
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs NIPS code 3
Alternating Direction Graph Matching CVPR code 3
Multi-way Interacting Regression via Factorization Machines NIPS code 3
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning NIPS code 3
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System NIPS code 3
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NIPS code 3
Rolling-Shutter-Aware Differential SfM and Image Rectification ICCV code 3
Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC ICML code 3
Compatible Reward Inverse Reinforcement Learning NIPS code 3

2016

Title Conf Code Stars
R-FCN: Object Detection via Region-based Fully Convolutional Networks NIPS code 16494
Image Style Transfer Using Convolutional Neural Networks CVPR code 16132
Deep Residual Learning for Image Recognition CVPR code 4185
Convolutional Pose Machines CVPR code 2942
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis CVPR code 705
Synthetic Data for Text Localisation in Natural Images CVPR code 687
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR code 418
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking CVPR code 334
Learning Deep Features for Discriminative Localization CVPR code 310
Convolutional Two-Stream Network Fusion for Video Action Recognition CVPR code 302
Deep Metric Learning via Lifted Structured Feature Embedding CVPR code 231
Learning Deep Representations of Fine-Grained Visual Descriptions CVPR code 211
Eye Tracking for Everyone CVPR code 186
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition CVPR code 174
Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR code 169
Accurate Image Super-Resolution Using Very Deep Convolutional Networks CVPR code 166
Staple: Complementary Learners for Real-Time Tracking CVPR code 166
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs CVPR code 161
LocNet: Improving Localization Accuracy for Object Detection CVPR code 153
Shallow and Deep Convolutional Networks for Saliency Prediction CVPR code 142
Compact Bilinear Pooling CVPR code 141
Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks CVPR code 138
Rethinking the Inception Architecture for Computer Vision CVPR code 129
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images CVPR code 120
Dynamic Image Networks for Action Recognition CVPR code 118
Context Encoders: Feature Learning by Inpainting CVPR code 114
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR code 107
Natural Language Object Retrieval CVPR code 95
Weakly Supervised Deep Detection Networks CVPR code 93
Deeply-Recursive Convolutional Network for Image Super-Resolution CVPR code 87
Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction CVPR code 85
A Comparative Study for Single Image Blind Deblurring CVPR code 78
Recurrent Convolutional Network for Video-Based Person Re-Identification CVPR code 76
Neural Module Networks CVPR code 75
Stacked Attention Networks for Image Question Answering CVPR code 72
Progressive Prioritized Multi-View Stereo CVPR code 70
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network CVPR code 68
A Hierarchical Deep Temporal Model for Group Activity Recognition CVPR code 67
Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs CVPR code 65
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction CVPR code 64
Towards Open Set Deep Networks CVPR code 63
Bilateral Space Video Segmentation CVPR code 60
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR code 52
Efficient 3D Room Shape Recovery From a Single Panorama CVPR code 48
Video Segmentation via Object Flow CVPR code 48
CRAFT Objects From Images CVPR code 41
Slicing Convolutional Neural Network for Crowd Video Understanding CVPR code 40
Deep Region and Multi-Label Learning for Facial Action Unit Detection CVPR code 38
Deep Supervised Hashing for Fast Image Retrieval CVPR code 34
Sketch Me That Shoe CVPR code 34
A Dual-Source Approach for 3D Pose Estimation From a Single Image CVPR code 32
Image Captioning With Semantic Attention CVPR code 31
Deep Saliency With Encoded Low Level Distance Map and High Level Features CVPR code 30
Non-Local Image Dehazing CVPR code 29
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation CVPR code 29
Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions CVPR code 28
Structured Feature Learning for Pose Estimation CVPR code 27
Unsupervised Learning of Edges CVPR code 26
PatchBatch: A Batch Augmented Loss for Optical Flow CVPR code 26
Recurrent Attention Models for Depth-Based Person Identification CVPR code 24
Ordinal Regression With Multiple Output CNN for Age Estimation CVPR code 24
Actionness Estimation Using Hybrid Fully Convolutional Networks CVPR code 24
You Only Look Once: Unified, Real-Time Object Detection CVPR code 23
Fast Training of Triplet-Based Deep Binary Embedding Networks CVPR code 22
Dense Human Body Correspondences Using Convolutional Networks CVPR code 21
Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World CVPR code 20
First Person Action Recognition Using Deep Learned Descriptors CVPR code 19
Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales CVPR code 17
Proposal Flow CVPR code 17
Scale-Aware Alignment of Hierarchical Image Segmentation CVPR code 16
Semantic Segmentation With Boundary Neural Fields CVPR code 16
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR code 16
Structure From Motion With Objects CVPR code 15
Quantized Convolutional Neural Networks for Mobile Devices CVPR code 14
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network CVPR code 14
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements CVPR code 13
Interactive Segmentation on RGBD Images via Cue Selection CVPR code 13
Semantic Filtering CVPR code 12
Similarity Learning With Spatial Constraints for Person Re-Identification CVPR code 11
Personalizing Human Video Pose Estimation CVPR code 10
Automatic Content-Aware Color and Tone Stylization CVPR code 9
Visually Indicated Sounds CVPR code 9
Region Ranking SVM for Image Classification CVPR code 8
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR code 8
Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR code 7
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled CVPR code 7
Detecting Migrating Birds at Night CVPR code 7
Unsupervised Learning From Narrated Instruction Videos CVPR code 7
Where to Look: Focus Regions for Visual Question Answering CVPR code 7
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR code 6
Efficient and Robust Color Consistency for Community Photo Collections CVPR code 6
3D Shape Attributes CVPR code 6
Visual Tracking Using Attention-Modulated Disintegration and Integration CVPR code 5
Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals CVPR code 5
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network CVPR code 5
Functional Faces: Groupwise Dense Correspondence Using Functional Maps CVPR code 5
Learning a Discriminative Null Space for Person Re-Identification CVPR code 5
Recurrent Attentional Networks for Saliency Detection CVPR code 4
Cross-Stitch Networks for Multi-Task Learning CVPR code 4
Improving Human Action Recognition by Non-Action Classification CVPR code 4
Globally Optimal Manhattan Frame Estimation in Real-Time CVPR code 4
Efficient Deep Learning for Stereo Matching CVPR code 4
Prior-Less Compressible Structure From Motion CVPR code 4
Context-Aware Gaussian Fields for Non-Rigid Point Set Registration CVPR code 3
Force From Motion: Decoding Physical Sensation in a First Person Video CVPR code 3
DenseCap: Fully Convolutional Localization Networks for Dense Captioning CVPR code 3

2015

Title Conf Code Stars
Faster R-CNN: Towards Real-Time Object Detectionwith Region Proposal Networks NIPS code 16494
Fast R-CNN ICCV code 16494
Conditional Random Fields as Recurrent Neural Networks ICCV code 1162
Fully Convolutional Networks for Semantic Segmentation CVPR code 831
Learning Deconvolution Network for Semantic Segmentation ICCV code 288
Learning to Compare Image Patches via Convolutional Neural Networks CVPR code 285
Learning to Track: Online Multi-Object Tracking by Decision Making ICCV code 284
Single Image Super-Resolution From Transformed Self-Exemplars CVPR code 259
Sequence to Sequence - Video to Text ICCV code 230
Deep Neural Decision Forests ICCV code 184
Hierarchical Convolutional Features for Visual Tracking ICCV code 177
Deep Colorization ICCV code 172
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views ICCV code 160
Realtime Edge-Based Visual Odometry for a Monocular Camera ICCV code 160
Understanding Deep Image Representations by Inverting Them CVPR code 152
Context-Aware CNNs for Person Head Detection ICCV code 142
Face Alignment by Coarse-to-Fine Shape Searching CVPR code 132
Show and Tell: A Neural Image Caption Generator CVPR code 129
An Improved Deep Learning Architecture for Person Re-Identification CVPR code 121
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV code 109
FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR code 103
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion ICCV code 94
Learning to Propose Objects CVPR code 89
DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time CVPR code 78
Learning Spatially Regularized Correlation Filters for Visual Tracking ICCV code 75
A Convolutional Neural Network Cascade for Face Detection CVPR code 75
Unsupervised Visual Representation Learning by Context Prediction ICCV code 69
Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV code 67
Saliency Detection by Multi-Context Deep Learning CVPR code 64
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images CVPR code 63
Deep Filter Banks for Texture Recognition and Segmentation CVPR code 57
Finding Action Tubes CVPR code 48
Category-Specific Object Reconstruction From a Single Image CVPR code 46
Multi-Objective Convolutional Learning for Face Labeling CVPR code 44
Learning From Massive Noisy Labeled Data for Image Classification CVPR code 41
P-CNN: Pose-Based CNN Features for Action Recognition ICCV code 39
Convolutional Color Constancy ICCV code 35
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 34
Image Specificity CVPR code 33
Face Flow ICCV code 33
VQA: Visual Question Answering ICCV code 32
Car That Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models ICCV code 32
Mid-Level Deep Pattern Mining CVPR code 32
TILDE: A Temporally Invariant Learned DEtector CVPR code 30
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization ICCV code 29
Deeply Learned Attributes for Crowded Scene Understanding CVPR code 28
Parsimonious Labeling ICCV code 28
Fast Bilateral-Space Stereo for Synthetic Defocus CVPR code 28
Recurrent Convolutional Neural Network for Object Recognition CVPR code 27
In Defense of Color-Based Model-Free Tracking CVPR code 27
Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition CVPR code 25
Viewpoints and Keypoints CVPR code 25
Unconstrained 3D Face Reconstruction CVPR code 24
Going Deeper With Convolutions CVPR code 23
Data-Driven 3D Voxel Patterns for Object Category Recognition CVPR code 23
Phase-Based Frame Interpolation for Video CVPR code 22
Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset) CVPR code 22
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR code 22
Holistically-Nested Edge Detection ICCV code 21
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues CVPR code 20
Understanding Deep Features With Computer-Generated Imagery ICCV code 18
Semantic Component Analysis ICCV code 17
HICO: A Benchmark for Recognizing Human-Object Interactions in Images ICCV code 17
Learning Large-Scale Automatic Image Colorization 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 13
Oriented Edge Forests for Boundary Detection CVPR code 13
Structured Feature Selection ICCV code 13
Where to Buy It: Matching Street Clothing Photos in Online Shops ICCV code 11
Reflection Removal Using Ghosting Cues CVPR code 11
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification CVPR code 11
High Quality Structure From Small Motion for Rolling Shutter Cameras ICCV code 9
Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR code 9
Appearance-Based Gaze Estimation in the Wild CVPR code 9
Unsupervised Learning of Visual Representations Using Videos ICCV code 8
Convolutional Channel Features ICCV code 8
Boosting Object Proposals: From Pascal to COCO ICCV code 8
Partial Person Re-Identification ICCV code 7
Live Repetition Counting ICCV code 7
Piecewise Flat Embedding for Image Segmentation ICCV code 6
Simpler Non-Parametric Methods Provide as Good or Better Results to Multiple-Instance Learning ICCV code 6
Finding Distractors In Images CVPR code 6
Supervised Discrete Hashing CVPR code 6
Pooled Motion Features for First-Person Videos CVPR code 6
Towards Open World Recognition CVPR code 6
Learning a Descriptor-Specific 3D Keypoint Detector 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
Long-Term Correlation Tracking CVPR code 5
Simultaneous Deep Transfer Across Domains and Tasks ICCV code 4
Low-Rank Matrix Factorization Under General Mixture Noise Distributions ICCV code 4
Superdifferential Cuts for Binary Energies CVPR code 4
Multi-View Convolutional Neural Networks for 3D Shape Recognition ICCV code 4
Pose Induction for Novel Object Categories ICCV code 4
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising ICCV code 3
Simultaneous Video Defogging and Stereo Reconstruction CVPR code 3
Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing ICCV code 3
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR code 3
Hyperspectral Super-Resolution by Coupled Spectral Unmixing ICCV code 3
Minimum Barrier Salient Object Detection at 80 FPS ICCV code 3
Oriented Object Proposals ICCV code 3
Multi-Label Cross-Modal Retrieval ICCV code 3
kNN Hashing With Factorized Neighborhood Representation ICCV code 3
Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos ICCV code 3
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR code 3

2014

Title Conf Code Stars
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation CVPR code 1605
Locally Optimized Product Quantization for Approximate Nearest Neighbor Search CVPR code 405
Clothing Co-Parsing by Joint Image Segmentation and Labeling CVPR code 188
Multiscale Combinatorial Grouping CVPR code 171
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR code 148
Cross-Scale Cost Aggregation for Stereo Matching CVPR code 93
Deep Learning Face Representation from Predicting 10,000 Classes CVPR code 57
BING: Binarized Normed Gradients for Objectness Estimation at 300fps CVPR code 41
3D Reconstruction from Accidental Motion CVPR code 35
Predicting Matchability CVPR code 33
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR code 32
Transfer Joint Matching for Unsupervised Domain Adaptation CVPR code 29
Scene-Independent Group Profiling in Crowd CVPR code 27
Dense Semantic Image Segmentation with Objects and Attributes CVPR code 27
Adaptive Color Attributes for Real-Time Visual Tracking CVPR code 22
Shrinkage Fields for Effective Image Restoration CVPR code 22
Learning Mid-level Filters for Person Re-identification CVPR code 19
Minimal Scene Descriptions from Structure from Motion Models CVPR code 18
Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow CVPR code 16
Seeing 3D Chairs: Exemplar Part-based 2D-3D Alignment using a Large Dataset of CAD Models CVPR code 15
Product Sparse Coding CVPR code 15
Nonparametric Part Transfer for Fine-grained Recognition CVPR code 13
Parallax-tolerant Image Stitching CVPR code 12
Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR code 12
StoryGraphs: Visualizing Character Interactions as a Timeline CVPR code 12
Scalable Multitask Representation Learning for Scene Classification CVPR code 11
Collaborative Hashing CVPR code 6
Reconstructing PASCAL VOC CVPR code 6
Investigating Haze-relevant Features in A Learning Framework for Image Dehazing CVPR code 6
Tell Me What You See and I will Show You Where It Is CVPR code 5
Salient Region Detection via High-Dimensional Color Transform CVPR code 4

2013

Title Conf Code Stars
A generic decentralized trust management framework SPE code 6

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