2018	2017	2016	2015	2014	2013	2012	2011	2010	2009	2008		Suggestions

This work is in continuous progress and update. We are adding new PWC everyday! More of PWC is coming 🔜🚧🛠️✏️🚀💡

2018

Title	Conf	Code	Stars
Deep Image Prior	CVPR	code	3238
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation	CVPR	code	2995
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	ECCV	code	2007
Learning to See in the Dark	CVPR	code	1901
Squeeze-and-Excitation Networks	CVPR	code	1132
Multimodal Unsupervised Image-to-image Translation	ECCV	code	1126
Efficient Neural Architecture Search via Parameters Sharing	ICML	code	1106
Non-Local Neural Networks	CVPR	code	782
Image Generation From Scene Graphs	CVPR	code	739
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?	CVPR	code	647
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?	CVPR	code	647
Single-Shot Refinement Neural Network for Object Detection	CVPR	code	607
Detect-and-Track: Efficient Pose Estimation in Videos	CVPR	code	504
Relation Networks for Object Detection	CVPR	code	469
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	ICML	code	465
GANimation: Anatomically-aware Facial Animation from a Single Image	ECCV	code	426
Cascaded Pyramid Network for Multi-Person Pose Estimation	CVPR	code	416
Neural 3D Mesh Renderer	CVPR	code	411
Taskonomy: Disentangling Task Transfer Learning	CVPR	code	407
Which Training Methods for GANs do actually Converge?	ICML	code	406
Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs	CVPR	code	392
Simple Baselines for Human Pose Estimation and Tracking	ECCV	code	381
Generative Image Inpainting With Contextual Attention	CVPR	code	380
Look at Boundary: A Boundary-Aware Face Alignment Algorithm	CVPR	code	379
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	ECCV	code	347
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs	CVPR	code	337
End-to-End Recovery of Human Shape and Pose	CVPR	code	329
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	CVPR	code	325
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++	CVPR	code	292
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose	CVPR	code	289
Frustum PointNets for 3D Object Detection From RGB-D Data	CVPR	code	283
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation	CVPR	code	277
Soccer on Your Tabletop	CVPR	code	276
Neural Baby Talk	CVPR	code	273
Fast End-to-End Trainable Guided Filter	CVPR	code	268
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning	CVPR	code	267
Adversarially Regularized Autoencoders	ICML	code	254
Distractor-aware Siamese Networks for Visual Object Tracking	ECCV	code	240
Convolutional Neural Networks With Alternately Updated Clique	CVPR	code	239
Acquisition of Localization Confidence for Accurate Object Detection	ECCV	code	236
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors	CVPR	code	233
Noise2Noise: Learning Image Restoration without Clean Data	ICML	code	230
Neural Relational Inference for Interacting Systems	ICML	code	226
Pyramid Stereo Matching Network	CVPR	code	223
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs	CVPR	code	217
Learning to Adapt Structured Output Space for Semantic Segmentation	CVPR	code	216
The Lovász-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks	CVPR	code	214
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume	CVPR	code	213
End-to-End Learning of Motion Representation for Video Understanding	CVPR	code	212
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation	CVPR	code	211
Semi-Parametric Image Synthesis	CVPR	code	204
Iterative Visual Reasoning Beyond Convolutions	CVPR	code	193
Learning to Segment Every Thing	CVPR	code	190
Referring Relationships	CVPR	code	179
Style Aggregated Network for Facial Landmark Detection	CVPR	code	178
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping	CVPR	code	177
LayoutNet: Reconstructing the 3D Room Layout From a Single RGB Image	CVPR	code	174
MoCoGAN: Decomposing Motion and Content for Video Generation	CVPR	code	170
License Plate Detection and Recognition in Unconstrained Scenarios	ECCV	code	164
Multi-Content GAN for Few-Shot Font Style Transfer	CVPR	code	158
Gibson Env: Real-World Perception for Embodied Agents	CVPR	code	154
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models	ICML	code	152
Compressed Video Action Recognition	CVPR	code	152
Unsupervised Feature Learning via Non-Parametric Instance Discrimination	CVPR	code	148
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing	CVPR	code	147
Social GAN: Socially Acceptable Trajectories With Generative Adversarial Networks	CVPR	code	145
Attentive Generative Adversarial Network for Raindrop Removal From a Single Image	CVPR	code	145
SPLATNet: Sparse Lattice Networks for Point Cloud Processing	CVPR	code	145
An End-to-End TextSpotter With Explicit Alignment and Attention	CVPR	code	143
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images	ECCV	code	142
Single View Stereo Matching	CVPR	code	141
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation	ECCV	code	140
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices	CVPR	code	139
Learning Category-Specific Mesh Reconstruction from Image Collections	ECCV	code	138
Optimizing Video Object Detection via a Scale-Time Lattice	CVPR	code	135
MegaDepth: Learning Single-View Depth Prediction From Internet Photos	CVPR	code	132
Facelet-Bank for Fast Portrait Manipulation	CVPR	code	131
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations	CVPR	code	129
PlaneNet: Piece-Wise Planar Reconstruction From a Single RGB Image	CVPR	code	129
Two-Stream Convolutional Networks for Dynamic Texture Synthesis	CVPR	code	127
Group Normalization	ECCV	code	127
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs	CVPR	code	126
Densely Connected Pyramid Dehazing Network	CVPR	code	126
Self-Imitation Learning	ICML	code	126
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks	CVPR	code	123
Residual Dense Network for Image Super-Resolution	CVPR	code	122
Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns	CVPR	code	122
ECO: Efficient Convolutional Network for Online Video Understanding	ECCV	code	119
Camera Style Adaptation for Person Re-Identification	CVPR	code	117
Context Embedding Networks	CVPR	code	114
Neural Motifs: Scene Graph Parsing With Global Context	CVPR	code	113
Fast and Accurate Online Video Object Segmentation via Tracking Parts	CVPR	code	113
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification	CVPR	code	112
SO-Net: Self-Organizing Network for Point Cloud Analysis	CVPR	code	112
Weakly Supervised Instance Segmentation Using Class Peak Response	CVPR	code	111
LSTM Pose Machines	CVPR	code	111
Gated Path Planning Networks	ICML	code	110
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	CVPR	code	109
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining	ECCV	code	109
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation	CVPR	code	106
Decoupled Networks	CVPR	code	106
A Style-Aware Content Loss for Real-time HD Style Transfer	ECCV	code	106
Image Super-Resolution Using Very Deep Residual Channel Attention Networks	ECCV	code	106
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation	ECCV	code	105
A Closer Look at Spatiotemporal Convolutions for Action Recognition	CVPR	code	103
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling	CVPR	code	102
Embodied Question Answering	CVPR	code	101
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer	CVPR	code	101
Long-term Tracking in the Wild: a Benchmark	ECCV	code	99
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform	CVPR	code	97
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships	CVPR	code	97
CosFace: Large Margin Cosine Loss for Deep Face Recognition	CVPR	code	97
Hierarchical Imitation and Reinforcement Learning	ICML	code	95
MVSNet: Depth Inference for Unstructured Multi-view Stereo	ECCV	code	94
Noisy Natural Gradient as Variational Inference	ICML	code	94
Rethinking Feature Distribution for Loss Functions in Image Classification	CVPR	code	93
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene	CVPR	code	92
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network	ECCV	code	92
Learning to Compare: Relation Network for Few-Shot Learning	CVPR	code	91
DeepMVS: Learning Multi-View Stereopsis	CVPR	code	90
Domain Adaptive Faster R-CNN for Object Detection in the Wild	CVPR	code	90
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics	CVPR	code	90
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis	ICML	code	89
3D-CODED: 3D Correspondences by Deep Deformation	ECCV	code	89
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network	CVPR	code	89
PU-Net: Point Cloud Upsampling Network	CVPR	code	88
MAttNet: Modular Attention Network for Referring Expression Comprehension	CVPR	code	88
Real-Time Seamless Single Shot 6D Object Pose Prediction	CVPR	code	86
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding	CVPR	code	84
Deep Back-Projection Networks for Super-Resolution	CVPR	code	84
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry With Deep Feature Reconstruction	CVPR	code	81
Quantized Densely Connected U-Nets for Efficient Landmark Localization	ECCV	code	81
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights	ECCV	code	80
End-to-End Weakly-Supervised Semantic Alignment	CVPR	code	80
DenseASPP for Semantic Segmentation in Street Scenes	CVPR	code	80
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes	ECCV	code	78
Deep Depth Completion of a Single RGB-D Image	CVPR	code	76
Scale-Recurrent Network for Deep Image Deblurring	CVPR	code	76
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction	CVPR	code	75
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking	CVPR	code	75
A PID Controller Approach for Stochastic Optimization of Deep Networks	CVPR	code	73
Learning Blind Video Temporal Consistency	ECCV	code	72
Neural Kinematic Networks for Unsupervised Motion Retargetting	CVPR	code	72
Attention-based Deep Multiple Instance Learning	ICML	code	69
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors	CVPR	code	69
Repulsion Loss: Detecting Pedestrians in a Crowd	CVPR	code	68
Multi-Scale Location-Aware Kernel Representation for Object Detection	CVPR	code	68
Deep Mutual Learning	CVPR	code	68
VITAL: VIsual Tracking via Adversarial Learning	CVPR	code	68
Video Based Reconstruction of 3D People Models	CVPR	code	67
Tell Me Where to Look: Guided Attention Inference Network	CVPR	code	67
Visual Feature Attribution Using Wasserstein GANs	CVPR	code	67
Macro-Micro Adversarial Network for Human Parsing	ECCV	code	67
Recurrent Pixel Embedding for Instance Grouping	CVPR	code	66
Image Inpainting for Irregular Holes Using Partial Convolutions	ECCV	code	66
Synthesizing Images of Humans in Unseen Poses	CVPR	code	65
VITON: An Image-Based Virtual Try-On Network	CVPR	code	65
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks	ECCV	code	63
BodyNet: Volumetric Inference of 3D Human Body Shapes	ECCV	code	62
Adaptive Affinity Fields for Semantic Segmentation	ECCV	code	62
Nonlinear 3D Face Morphable Model	CVPR	code	60
Perturbative Neural Networks	CVPR	code	60
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans	CVPR	code	59
Graph R-CNN for Scene Graph Generation	ECCV	code	59
Future Frame Prediction for Anomaly Detection – A New Baseline	CVPR	code	59
Repeatability Is Not Enough: Learning Affine Regions via Discriminability	ECCV	code	58
Optimizing the Latent Space of Generative Networks	ICML	code	58
Learning Human-Object Interactions by Graph Parsing Neural Networks	ECCV	code	58
Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration	CVPR	code	58
Multi-Shot Pedestrian Re-Identification via Sequential Decision Making	CVPR	code	58
Learning SO(3) Equivariant Representations with Spherical CNNs	ECCV	code	57
Decorrelated Batch Normalization	CVPR	code	56
Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence	ECCV	code	55
Generalizing A Person Retrieval Model Hetero- and Homogeneously	ECCV	code	54
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking	CVPR	code	54
Pointwise Convolutional Neural Networks	CVPR	code	54
Geometry-Aware Learning of Maps for Camera Localization	CVPR	code	53
Neural Program Synthesis from Diverse Demonstration Videos	ICML	code	53
Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present	CVPR	code	53
Learning Latent Super-Events to Detect Multiple Activities in Videos	CVPR	code	52
Adversarial Feature Augmentation for Unsupervised Domain Adaptation	CVPR	code	52
Generate to Adapt: Aligning Domains Using Generative Adversarial Networks	CVPR	code	51
Learning Depth From Monocular Videos Using Direct Methods	CVPR	code	51
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency	ECCV	code	50
Disentangled Person Image Generation	CVPR	code	50
Improving Generalization via Scalable Neighborhood Component Analysis	ECCV	code	50
Object Level Visual Reasoning in Videos	ECCV	code	50
Progressive Neural Architecture Search	ECCV	code	50
Path-Level Network Transformation for Efficient Architecture Search	ICML	code	50
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning	CVPR	code	50
Unsupervised Discovery of Object Landmarks as Structural Representations	CVPR	code	49
Learning to Reweight Examples for Robust Deep Learning	ICML	code	49
Neural Style Transfer via Meta Networks	CVPR	code	49
Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation	ECCV	code	49
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval	CVPR	code	48
Ordinal Depth Supervision for 3D Human Pose Estimation	CVPR	code	48
Depth-aware CNN for RGB-D Segmentation	ECCV	code	48
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank	CVPR	code	48
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition	CVPR	code	47
Deep Marching Cubes: Learning Explicit Surface Representations	CVPR	code	47
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation	CVPR	code	46
Diverse Image-to-Image Translation via Disentangled Representations	ECCV	code	46
Discriminability Objective for Training Descriptive Captions	CVPR	code	46
Fast and Accurate Single Image Super-Resolution via Information Distillation Network	CVPR	code	45
“Zero-Shot” Super-Resolution Using Deep Internal Learning	CVPR	code	45
Fighting Fake News: Image Splice Detection via Learned Self-Consistency	ECCV	code	45
PSANet: Point-wise Spatial Attention Network for Scene Parsing	ECCV	code	45
Shift-Net: Image Inpainting via Deep Feature Rearrangement	ECCV	code	45
Wasserstein Introspective Neural Networks	CVPR	code	44
Efficient end-to-end learning for quantizable representations	ICML	code	43
Learning Pose Specific Representations by Predicting Different Views	CVPR	code	42
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes	CVPR	code	42
SparseMAP: Differentiable Sparse Structured Inference	ICML	code	41
PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction	ECCV	code	41
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation	CVPR	code	41
Hierarchical Long-term Video Prediction without Supervision	ICML	code	40
Learning to Find Good Correspondences	CVPR	code	40
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning	CVPR	code	39
BlockDrop: Dynamic Inference Paths in Residual Networks	CVPR	code	38
Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing	CVPR	code	38
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam	ICML	code	38
Pairwise Confusion for Fine-Grained Visual Classification	ECCV	code	37
Differentiable Compositional Kernel Learning for Gaussian Processes	ICML	code	37
Measuring abstract reasoning in neural networks	ICML	code	37
PDE-Net: Learning PDEs from Data	ICML	code	36
Conditional Probability Models for Deep Image Compression	CVPR	code	36
Learning Intrinsic Image Decomposition From Watching the World	CVPR	code	36
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency	ECCV	code	35
Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation	CVPR	code	35
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation	ECCV	code	34
RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials	CVPR	code	34
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation	CVPR	code	33
Rotation-Sensitive Regression for Oriented Scene Text Detection	CVPR	code	33
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions	ICML	code	33
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples	ICML	code	32
Learning Less Is More - 6D Camera Localization via 3D Surface Regression	CVPR	code	32
Robust Classification With Convolutional Prototype Learning	CVPR	code	32
Self-produced Guidance for Weakly-supervised Object Localization	ECCV	code	32
Surface Networks	CVPR	code	31
Real-World Anomaly Detection in Surveillance Videos	CVPR	code	31
Actor and Observer: Joint Modeling of First and Third-Person Videos	CVPR	code	30
Human Semantic Parsing for Person Re-Identification	CVPR	code	30
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model	ECCV	code	30
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings	ICML	code	30
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation	ECCV	code	29
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance	ECCV	code	29
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation	ECCV	code	29
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis	CVPR	code	29
Neural Autoregressive Flows	ICML	code	29
Overcoming Catastrophic Forgetting with Hard Attention to the Task	ICML	code	28
Partial Adversarial Domain Adaptation	ECCV	code	28
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning	ICML	code	28
Few-Shot Image Recognition by Predicting Parameters From Activations	CVPR	code	28
Towards Binary-Valued Gates for Robust LSTM Training	ICML	code	28
Deflecting Adversarial Attacks With Pixel Deflection	CVPR	code	27
Gated Fusion Network for Single Image Dehazing	CVPR	code	27
Learning-based Video Motion Magnification	ECCV	code	27
DeepVS: A Deep Learning Based Video Saliency Prediction Approach	ECCV	code	26
Pose-Normalized Image Generation for Person Re-identification	ECCV	code	26
Visualizing and Understanding Atari Agents	ICML	code	26
Mean Field Multi-Agent Reinforcement Learning	ICML	code	26
TOM-Net: Learning Transparent Object Matting From a Single Image	CVPR	code	26
NetGAN: Generating Graphs via Random Walks	ICML	code	25
Cascade R-CNN: Delving Into High Quality Object Detection	CVPR	code	25
Video Re-localization	ECCV	code	25
Superpixel Sampling Networks	ECCV	code	25
Recurrent Scene Parsing With Perspective Understanding in the Loop	CVPR	code	25
Frame-Recurrent Video Super-Resolution	CVPR	code	24
Learning Priors for Semantic 3D Reconstruction	ECCV	code	24
Scale-Awareness of Light Field Camera based Visual Odometry	ECCV	code	24
Semi-Dense 3D Reconstruction with a Stereo Event Camera	ECCV	code	24
Deep Asymmetric Multi-task Feature Learning	ICML	code	24
Generative Adversarial Perturbations	CVPR	code	24
Dense Pose Transfer	ECCV	code	24
Robust Depth Estimation From Auto Bracketed Images	CVPR	code	23
Discovering Point Lights With Intensity Distance Fields	CVPR	code	23
Fully Convolutional Adaptation Networks for Semantic Segmentation	CVPR	code	23
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding	CVPR	code	23
Dynamic Video Segmentation Network	CVPR	code	23
Multi-Agent Diverse Generative Adversarial Networks	CVPR	code	23
Left-Right Comparative Recurrent Model for Stereo Matching	CVPR	code	23
SketchyScene: Richly-Annotated Scene Sketches	ECCV	code	23
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation	CVPR	code	23
Geometry-Aware Deep Network for Single-Image Novel View Synthesis	CVPR	code	23
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation	CVPR	code	23
Reflection Removal for Large-Scale 3D Point Clouds	CVPR	code	23
TextureGAN: Controlling Deep Image Synthesis With Texture Patches	CVPR	code	23
CRRN: Multi-Scale Guided Concurrent Reflection Removal Network	CVPR	code	23
Aperture Supervision for Monocular Depth Estimation	CVPR	code	23
Monocular Relative Depth Perception With Web Stereo Data Supervision	CVPR	code	23
CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise	CVPR	code	23
Single Image Reflection Separation With Perceptual Losses	CVPR	code	23
Occlusion Aware Unsupervised Learning of Optical Flow	CVPR	code	23
SGAN: An Alternative Training of Generative Adversarial Networks	CVPR	code	23
Single-Image Depth Estimation Based on Fourier Domain Analysis	CVPR	code	23
Unsupervised Deep Generative Adversarial Hashing Network	CVPR	code	23
SeGAN: Segmenting and Generating the Invisible	CVPR	code	23
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation	CVPR	code	23
Controllable Video Generation With Sparse Trajectories	CVPR	code	23
Image Correction via Deep Reciprocating HDR Transformation	CVPR	code	23
On the Robustness of Semantic Segmentation Models to Adversarial Attacks	CVPR	code	23
Human-Centric Indoor Scene Synthesis Using Stochastic Grammar	CVPR	code	23
Context Encoding for Semantic Segmentation	CVPR	code	23
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing	CVPR	code	23
Deep Texture Manifold for Ground Terrain Recognition	CVPR	code	22
Zero-Shot Object Detection	ECCV	code	22
First Order Generative Adversarial Networks	ICML	code	22
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image	ECCV	code	22
Learning Semantic Representations for Unsupervised Domain Adaptation	ICML	code	22
Interpretable Convolutional Neural Networks	CVPR	code	22
Learning to Evaluate Image Captioning	CVPR	code	21
Black-box Adversarial Attacks with Limited Queries and Information	ICML	code	21
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition	ECCV	code	21
Quaternion Convolutional Neural Networks	ECCV	code	21
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer	CVPR	code	20
Interpretable Intuitive Physics Model	ECCV	code	20
The Sound of Pixels	ECCV	code	20
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning	CVPR	code	20
CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation	CVPR	code	20
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection	ECCV	code	20
Deep Clustering for Unsupervised Learning of Visual Features	ECCV	code	19
Conditional Image-to-Image Translation	CVPR	code	19
Deep Model-Based 6D Pose Refinement in RGB	ECCV	code	19
IQA: Visual Question Answering in Interactive Environments	CVPR	code	19
Learning Convolutional Networks for Content-Weighted Image Compression	CVPR	code	19
Learning Warped Guidance for Blind Face Restoration	ECCV	code	19
Tangent Convolutions for Dense Prediction in 3D	CVPR	code	19
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions	CVPR	code	19
CBAM: Convolutional Block Attention Module	ECCV	code	19
Revisiting Video Saliency: A Large-Scale Benchmark and a New Model	CVPR	code	19
Visual Question Generation as Dual Task of Visual Question Answering	CVPR	code	18
Eye In-Painting With Exemplar Generative Adversarial Networks	CVPR	code	18
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation	CVPR	code	18
Partial Transfer Learning With Selective Adversarial Networks	CVPR	code	18
Layer-structured 3D Scene Inference via View Synthesis	ECCV	code	18
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising	ECCV	code	18
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	ECCV	code	18
GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning	CVPR	code	18
Disentangling by Factorising	ICML	code	18
Exploring Disentangled Feature Representation Beyond Face Identification	CVPR	code	17
Pose Partition Networks for Multi-Person Pose Estimation	ECCV	code	17
CSGNet: Neural Shape Parser for Constructive Solid Geometry	CVPR	code	17
Part-Aligned Bilinear Representations for Person Re-Identification	ECCV	code	17
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings	ICML	code	17
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search	ICML	code	17
Improving Shape Deformation in Unsupervised Image-to-Image Translation	ECCV	code	17
Graph-Cut RANSAC	CVPR	code	17
EC-Net: an Edge-aware Point set Consolidation Network	ECCV	code	17
Between-Class Learning for Image Classification	CVPR	code	17
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation	CVPR	code	17
Learning to Promote Saliency Detectors	CVPR	code	17
Visual Question Reasoning on General Dependency Tree	CVPR	code	15
FOTS: Fast Oriented Text Spotting With a Unified Network	CVPR	code	15
Stacked Cross Attention for Image-Text Matching	ECCV	code	15
Matching Adversarial Networks	CVPR	code	15
Coded Sparse Matrix Multiplication	ICML	code	15
Learning to Blend Photos	ECCV	code	15
Deep Regression Tracking with Shrinkage Loss	ECCV	code	15
A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts	CVPR	code	15
LEGO: Learning Edge With Geometry All at Once by Watching Videos	CVPR	code	15
Integral Human Pose Regression	ECCV	code	15
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection	CVPR	code	15
Im2Flow: Motion Hallucination From Static Images for Action Recognition	CVPR	code	15
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal	CVPR	code	15
Learning Single-View 3D Reconstruction with Limited Pose Supervision	ECCV	code	15
Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints	CVPR	code	14
Crowd Counting With Deep Negative Correlation Learning	CVPR	code	14
Deep High Dynamic Range Imaging with Large Foreground Motions	ECCV	code	14
PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference	CVPR	code	14
Flow-Grounded Spatial-Temporal Video Prediction from Still Images	ECCV	code	14
Adversarially Learned One-Class Classifier for Novelty Detection	CVPR	code	14
Single Shot Scene Text Retrieval	ECCV	code	14
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images	CVPR	code	14
Dimensionality-Driven Learning with Noisy Labels	ICML	code	14
Revisiting Deep Intrinsic Image Decompositions	CVPR	code	14
Functional Gradient Boosting based on Residual Network Perception	ICML	code	14
Learning Descriptor Networks for 3D Shape Synthesis and Analysis	CVPR	code	14
A Spectral Approach to Gradient Estimation for Implicit Distributions	ICML	code	14
Weakly-Supervised Action Segmentation With Iterative Soft Boundary Assignment	CVPR	code	14
Conditional Image-Text Embedding Networks	ECCV	code	14
Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification	CVPR	code	14
Learning Generative ConvNets via Multi-Grid Modeling and Sampling	CVPR	code	14
SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks	CVPR	code	14
Bayesian Optimization of Combinatorial Structures	ICML	code	13
Cross-Modal Deep Variational Hand Pose Estimation	CVPR	code	13
Fully Motion-Aware Network for Video Object Detection	ECCV	code	13
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering	CVPR	code	13
Deep Randomized Ensembles for Metric Learning	ECCV	code	13
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning	CVPR	code	13
Gesture Recognition: Focus on the Hands	CVPR	code	12
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images	ECCV	code	12
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis	CVPR	code	12
Efficient Neural Audio Synthesis	ICML	code	12
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data	CVPR	code	12
Learning Dynamic Memory Networks for Object Tracking	ECCV	code	12
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace	ICML	code	12
Multi-Scale Weighted Nuclear Norm Image Restoration	CVPR	code	12
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks	CVPR	code	12
Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points	CVPR	code	12
Convolutional Image Captioning	CVPR	code	11
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively	CVPR	code	11
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints	ECCV	code	11
Hierarchical Multi-Label Classification Networks	ICML	code	11
NAG: Network for Adversary Generation	CVPR	code	11
Finding Influential Training Samples for Gradient Boosted Decision Trees	ICML	code	11
Convolutional Sequence to Sequence Model for Human Dynamics	CVPR	code	11
Decouple Learning for Parameterized Image Operators	ECCV	code	11
Explainable Neural Computation via Stack Neural Module Networks	ECCV	code	11
Audio-Visual Event Localization in Unconstrained Videos	ECCV	code	10
Accelerating Natural Gradient with Higher-Order Invariance	ICML	code	10
Face Aging With Identity-Preserved Conditional Generative Adversarial Networks	CVPR	code	10
Triplet Loss in Siamese Network for Object Tracking	ECCV	code	10
3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration	ECCV	code	10
Open Set Domain Adaptation by Backpropagation	ECCV	code	10
Fast Video Object Segmentation by Reference-Guided Mask Propagation	CVPR	code	10
Anonymous Walk Embeddings	ICML	code	10
Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction	ICML	code	10
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries	ECCV	code	10
Image Transformer	ICML	code	10
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning	CVPR	code	10
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision	CVPR	code	10
Joint Optimization Framework for Learning With Noisy Labels	CVPR	code	10
Neural Sign Language Translation	CVPR	code	10
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory	ICML	code	10
ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing	CVPR	code	9
Learning Transferable Architectures for Scalable Image Recognition	CVPR	code	9
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders	ECCV	code	9
Learning to Understand Image Blur	CVPR	code	9
Objects that Sound	ECCV	code	9
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection	CVPR	code	9
Deep Diffeomorphic Transformer Networks	CVPR	code	9
Sliced Wasserstein Distance for Learning Gaussian Mixture Models	CVPR	code	9
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies	CVPR	code	9
Weakly- and Semi-Supervised Panoptic Segmentation	ECCV	code	9
Learning to Navigate for Fine-grained Classification	ECCV	code	9
Local Spectral Graph Convolution for Point Set Feature Learning	ECCV	code	9
Learning Dynamics of Linear Denoising Autoencoders	ICML	code	9
Learning Superpixels With Segmentation-Aware Affinity Loss	CVPR	code	8
Adversarial Time-to-Event Modeling	ICML	code	8
Synthesizing Robust Adversarial Examples	ICML	code	8
Learning Rich Features for Image Manipulation Detection	CVPR	code	8
Boosting Domain Adaptation by Discovering Latent Domains	CVPR	code	8
Joint Pose and Expression Modeling for Facial Expression Recognition	CVPR	code	8
Hashing as Tie-Aware Learning to Rank	CVPR	code	8
Grounding Referring Expressions in Images by Variational Context	CVPR	code	8
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence	CVPR	code	8
Fast Information-theoretic Bayesian Optimisation	ICML	code	8
Hierarchical Relational Networks for Group Activity Recognition and Retrieval	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
Min-Entropy Latent Model for Weakly Supervised Object Detection	CVPR	code	8
Adversarial Attack on Graph Structured Data	ICML	code	8
Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition	ECCV	code	8
Future Person Localization in First-Person Videos	CVPR	code	7
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization	CVPR	code	7
Learning a Discriminative Feature Network for Semantic Segmentation	CVPR	code	7
Adversarial Complementary Learning for Weakly Supervised Object Localization	CVPR	code	7
Clipped Action Policy Gradient	ICML	code	7
Cross-View Image Synthesis Using Conditional GANs	CVPR	code	7
Low-Shot Learning With Large-Scale Diffusion	CVPR	code	7
Analyzing Uncertainty in Neural Machine Translation	ICML	code	7
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation	CVPR	code	7
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation	ECCV	code	7
Deep One-Class Classification	ICML	code	7
Multi-scale Residual Network for Image Super-Resolution	ECCV	code	7
CTAP: Complementary Temporal Action Proposal Generation	ECCV	code	7
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation	ICML	code	7
Toward Characteristic-Preserving Image-based Virtual Try-On Network	ECCV	code	7
Arbitrary Style Transfer With Deep Feature Reshuffle	CVPR	code	6
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN	CVPR	code	6
Rethinking the Form of Latent States in Image Captioning	ECCV	code	6
Detecting and Correcting for Label Shift with Black Box Predictors	ICML	code	6
Salient Object Detection Driven by Fixation Prediction	CVPR	code	6
Deep Learning Under Privileged Information Using Heteroscedastic Dropout	CVPR	code	6
Collaborative and Adversarial Network for Unsupervised Domain Adaptation	CVPR	code	6
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery	CVPR	code	6
Mask-Guided Contrastive Attention Model for Person Re-Identification	CVPR	code	6
A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos	CVPR	code	6
Hierarchical Novelty Detection for Visual Object Recognition	CVPR	code	6
Deep Expander Networks: Efficient Deep Networks from Graph Theory	ECCV	code	6
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data	ECCV	code	6
Learning by Asking Questions	CVPR	code	5
The Mirage of Action-Dependent Baselines in Reinforcement Learning	ICML	code	5
A Two-Step Disentanglement Method	CVPR	code	5
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks	CVPR	code	5
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras	CVPR	code	5
Transfer Learning via Learning to Transfer	ICML	code	5
Variational Autoencoders for Deforming 3D Mesh Models	CVPR	code	5
Towards Open-Set Identity Preserving Face Synthesis	CVPR	code	5
Learning to Separate Object Sounds by Watching Unlabeled Video	ECCV	code	5
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach	ICML	code	5
Pose Proposal Networks	ECCV	code	5
Dynamic-Structured Semantic Propagation Network	CVPR	code	5
Specular-to-Diffuse Translation for Multi-View Reconstruction	ECCV	code	5
Gradually Updated Neural Networks for Large-Scale Image Recognition	ICML	code	5
Blind Justice: Fairness with Encrypted Sensitive Attributes	ICML	code	5
Decoupled Parallel Backpropagation with Convergence Guarantee	ICML	code	5
Unsupervised holistic image generation from key local patches	ECCV	code	5
Machine Theory of Mind	ICML	code	5
Generative Adversarial Learning Towards Fast Weakly Supervised Detection	CVPR	code	4
Transferable Adversarial Perturbations	ECCV	code	4
AON: Towards Arbitrarily-Oriented Text Recognition	CVPR	code	4
Adversarial Learning with Local Coordinate Coding	ICML	code	4
Learning and Using the Arrow of Time	CVPR	code	4
Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition	CVPR	code	4
Inner Space Preserving Generative Pose Machine	ECCV	code	4
AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks	CVPR	code	4
Bilevel Programming for Hyperparameter Optimization and Meta-Learning	ICML	code	4
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering	CVPR	code	4
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering	CVPR	code	4
Learning Type-Aware Embeddings for Fashion Compatibility	ECCV	code	4
Learning Steady-States of Iterative Algorithms over Graphs	ICML	code	4
Classification from Pairwise Similarity and Unlabeled Data	ICML	code	4
Light Structure from Pin Motion: Simple and Accurate Point Light Calibration for Physics-based Modeling	ECCV	code	4
Conditional Prior Networks for Optical Flow	ECCV	code	4
Dynamic Conditional Networks for Few-Shot Learning	ECCV	code	4
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation	ECCV	code	4
DVQA: Understanding Data Visualizations via Question Answering	CVPR	code	4
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition	CVPR	code	3
Pixels, Voxels, and Views: A Study of Shape Representations for Single View 3D Object Shape Prediction	CVPR	code	3
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking	ECCV	code	3
Robust Physical-World Attacks on Deep Learning Visual Classification	CVPR	code	3
Low-Shot Learning With Imprinted Weights	CVPR	code	3
Semantic Video Segmentation by Gated Recurrent Flow Propagation	CVPR	code	3
Inference Suboptimality in Variational Autoencoders	ICML	code	3
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images	CVPR	code	3
Geometry-Aware Scene Text Detection With Instance Transformation Network	CVPR	code	3
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification	CVPR	code	3
Tracking Emerges by Colorizing Videos	ECCV	code	3
Spatially-Adaptive Filter Units for Deep Neural Networks	CVPR	code	3
Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence	CVPR	code	3
Learning Dual Convolutional Neural Networks for Low-Level Vision	CVPR	code	3
Explicit Inductive Bias for Transfer Learning with Convolutional Networks	ICML	code	3
ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking	ECCV	code	3
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters	ECCV	code	3
Inter and Intra Topic Structure Learning with Word Embeddings	ICML	code	3
Modeling Sparse Deviations for Compressed Sensing using Generative Models	ICML	code	3
Differentially Private Database Release via Kernel Mean Embeddings	ICML	code	3
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior	ECCV	code	3
Ultra Large-Scale Feature Selection using Count-Sketches	ICML	code	3
Deep Burst Denoising	ECCV	code	3
Parallel Bayesian Network Structure Learning	ICML	code	3
Mutual Information Neural Estimation	ICML	code	3
Convergent Tree Backup and Retrace with Function Approximation	ICML	code	3
SegStereo: Exploiting Semantic Information for Disparity Estimation	ECCV	code	3
Constraint-Aware Deep Neural Network Compression	ECCV	code	3
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations	ICML	code	3
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care	ICML	code	3
Learning to Branch	ICML	code	3
Real-time 'Actor-Critic' Tracking	ECCV	code	3
Learning Longer-term Dependencies in RNNs with Auxiliary Losses	ICML	code	2
Fully-Convolutional Point Networks for Large-Scale Point Clouds	ECCV	code	2
Towards Realistic Predictors	ECCV	code	2
Estimating the Success of Unsupervised Image to Image Translation	ECCV	code	2
Black Box FDR	ICML	code	2
Learning Efficient Single-stage Pedestrian Detectors by Asymptotic Localization Fitting	ECCV	code	2
CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions	ICML	code	2
Image Manipulation with Perceptual Discriminators	ECCV	code	2
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis	ICML	code	2
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition	CVPR	code	2
Progressive Attention Guided Recurrent Network for Salient Object Detection	CVPR	code	2
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos	ECCV	code	2
Sidekick Policy Learning for Active Visual Exploration	ECCV	code	2
Single Image Water Hazard Detection using FCN with Reflection Attention Units	ECCV	code	2
Composite Functional Gradient Learning of Generative Adversarial Models	ICML	code	2
Image Super-Resolution via Dual-State Recurrent Networks	CVPR	code	2
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes	ECCV	code	2
Importance Weighted Transfer of Samples in Reinforcement Learning	ICML	code	2
Learning and Memorization	ICML	code	2
Learning to Localize Sound Source in Visual Scenes	CVPR	code	2
Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks	CVPR	code	2
End-to-End Incremental Learning	ECCV	code	2
Conditional Neural Processes	ICML	code	2
Teaching Categories to Human Learners With Visual Explanations	CVPR	code	2
Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design	ICML	code	2
A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos	CVPR	code	2
Disentangling Factors of Variation by Mixing Them	CVPR	code	2
Learning Answer Embeddings for Visual Question Answering	CVPR	code	2
Gaze Prediction in Dynamic 360° Immersive Videos	CVPR	code	2
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains	CVPR	code	2
High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs	CVPR	code	2
Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization	ICML	code	2
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification	ECCV	code	1
Learning Visual Question Answering by Bootstrapping Hard Attention	ECCV	code	1
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding	ICML	code	1
Compositional Learning for Human Object Interaction	ECCV	code	1
DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map	CVPR	code	1
Defense Against Universal Adversarial Perturbations	CVPR	code	1
Recognizing Human Actions as the Evolution of Pose Estimation Maps	CVPR	code	1
Task-driven Webpage Saliency	ECCV	code	1
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation	CVPR	code	1
LaVAN: Localized and Visible Adversarial Noise	ICML	code	1
Saliency Detection in 360° Videos	ECCV	code	1
Human Pose Estimation With Parsing Induced Learner	CVPR	code	1
End-to-End Flow Correlation Tracking With Spatial-Temporal Attention	CVPR	code	1
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization	CVPR	code	1
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation	ECCV	code	1
Learning Face Age Progression: A Pyramid Architecture of GANs	CVPR	code	1
Configurable Markov Decision Processes	ICML	code	1
A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping	CVPR	code	1
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering	ECCV	code	1
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving	ECCV	code	1
Functional Map of the World	CVPR	code	1
Multispectral Image Intrinsic Decomposition via Subspace Constraint	CVPR	code	1
Coupled End-to-End Transfer Learning With Generalized Fisher Information	CVPR	code	1
Online Detection of Action Start in Untrimmed, Streaming Videos	ECCV	code	1
Bidirectional Retrieval Made Simple	CVPR	code	1
A Modulation Module for Multi-task Learning with Applications in Image Retrieval	ECCV	code	1
Chi-square Generative Adversarial Network	ICML	code	1
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos	ECCV	code	1
Learning unknown ODE models with Gaussian processes	ICML	code	1
Context-Aware Synthesis for Video Frame Interpolation	CVPR	code	1

2017

Title	Conf	Code	Stars
Bridging the Gap Between Value and Policy Based Reinforcement Learning	NIPS	code	40938
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models	NIPS	code	40938
Deep Photo Style Transfer	CVPR	code	11128
LightGBM: A Highly Efficient Gradient Boosting Decision Tree	NIPS	code	6412
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation	NIPS	code	5224
Attention is All you Need	NIPS	code	4910
Densely Connected Convolutional Networks	CVPR	code	2861
A Unified Approach to Interpreting Model Predictions	NIPS	code	1980
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events	NIPS	code	1754
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games	NIPS	code	1754
Fully Convolutional Instance-Aware Semantic Segmentation	CVPR	code	1316
Aggregated Residual Transformations for Deep Neural Networks	CVPR	code	1255
Improved Training of Wasserstein GANs	NIPS	code	1253
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation	CVPR	code	1207
Unsupervised Image-to-Image Translation Networks	NIPS	code	1050
High-Resolution Image Inpainting Using Multi-Scale Neural Patch Synthesis	CVPR	code	1017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	CVPR	code	1010
Bayesian GAN	NIPS	code	923
SphereFace: Deep Hypersphere Embedding for Face Recognition	CVPR	code	920
Deep Feature Flow for Video Recognition	CVPR	code	872
Pyramid Scene Parsing Network	CVPR	code	822
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes	NIPS	code	821
Finding Tiny Faces	CVPR	code	776
YOLO9000: Better, Faster, Stronger	CVPR	code	698
Toward Multimodal Image-to-Image Translation	NIPS	code	676
FlowNet 2.0: Evolution of Optical Flow Estimation With Deep Networks	CVPR	code	631
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space	NIPS	code	563
Dilated Residual Networks	CVPR	code	528
Learning Disentangled Representations with Semi-Supervised Deep Generative Models	NIPS	code	475
Learning From Simulated and Unsupervised Images Through Adversarial Training	CVPR	code	466
Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network	CVPR	code	462
GMS: Grid-based Motion Statistics for Fast, Ultra-Robust Feature Correspondence	CVPR	code	416
Dual Path Networks	NIPS	code	408
Joint Detection and Identification Feature Learning for Person Search	CVPR	code	401
Video Frame Interpolation via Adaptive Convolution	CVPR	code	399
Inductive Representation Learning on Large Graphs	NIPS	code	366
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results	NIPS	code	347
Deep Image Matting	CVPR	code	343
RON: Reverse Connection With Objectness Prior Networks for Object Detection	CVPR	code	326
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation	CVPR	code	322
Deep Lattice Networks and Partial Monotonic Functions	NIPS	code	317
Detecting Oriented Text in Natural Images by Linking Segments	CVPR	code	310
Universal Style Transfer via Feature Transforms	NIPS	code	305
Annotating Object Instances With a Polygon-RNN	CVPR	code	305
Accurate Single Stage Detector Using Recurrent Rolling Convolution	CVPR	code	303
One-Shot Video Object Segmentation	CVPR	code	289
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution	CVPR	code	278
OctNet: Learning Deep 3D Representations at High Resolutions	CVPR	code	270
Dilated Recurrent Neural Networks	NIPS	code	265
Residual Attention Network for Image Classification	CVPR	code	261
Feature Pyramid Networks for Object Detection	CVPR	code	255
Style Transfer from Non-Parallel Text by Cross-Alignment	NIPS	code	243
Self-Critical Sequence Training for Image Captioning	CVPR	code	238
Age Progression/Regression by Conditional Adversarial Autoencoder	CVPR	code	236
Lifting From the Deep: Convolutional 3D Pose Estimation From a Single Image	CVPR	code	235
Richer Convolutional Features for Edge Detection	CVPR	code	225
Stacked Generative Adversarial Networks	CVPR	code	200
Spatially Adaptive Computation Time for Residual Networks	CVPR	code	194
Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning	CVPR	code	192
The Reversible Residual Network: Backpropagation Without Storing Activations	NIPS	code	190
Generative Face Completion	CVPR	code	187
Visual Dialog	CVPR	code	183
Prototypical Networks for Few-shot Learning	NIPS	code	182
A Point Set Generation Network for 3D Object Reconstruction From a Single Image	CVPR	code	182
FastMask: Segment Multi-Scale Object Candidates in One Shot	CVPR	code	181
Deeply Supervised Salient Object Detection With Short Connections	CVPR	code	173
Learning Deep CNN Denoiser Prior for Image Restoration	CVPR	code	171
Inverse Compositional Spatial Transformer Networks	CVPR	code	166
Semantic Scene Completion From a Single Depth Image	CVPR	code	164
OnACID: Online Analysis of Calcium Imaging Data in Real Time	NIPS	code	164
Learning From Synthetic Humans	CVPR	code	154
Scene Graph Generation by Iterative Message Passing	CVPR	code	152
Multi-View 3D Object Detection Network for Autonomous Driving	CVPR	code	152
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium	NIPS	code	150
Oriented Response Networks	CVPR	code	148
3D Bounding Box Estimation Using Deep Learning and Geometry	CVPR	code	148
Image Super-Resolution via Deep Recursive Residual Network	CVPR	code	144
On Human Motion Prediction Using Recurrent Neural Networks	CVPR	code	141
Language Modeling with Recurrent Highway Hypernetworks	NIPS	code	140
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images	CVPR	code	140
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning	NIPS	code	136
Deep Feature Interpolation for Image Content Changes	CVPR	code	136
Simple Does It: Weakly Supervised Instance and Semantic Segmentation	CVPR	code	136
Learning Multiple Tasks with Multilinear Relationship Networks	NIPS	code	131
Triple Generative Adversarial Nets	NIPS	code	129
Conditional Similarity Networks	CVPR	code	128
Attend to You: Personalized Image Captioning With Context Sequence Memory Networks	CVPR	code	126
Detecting Visual Relationships With Deep Relational Networks	CVPR	code	125
One-Sided Unsupervised Domain Mapping	NIPS	code	124
Controlling Perceptual Factors in Neural Style Transfer	CVPR	code	124
Multi-Context Attention for Human Pose Estimation	CVPR	code	122
Gradient Episodic Memory for Continual Learning	NIPS	code	121
Value Prediction Network	NIPS	code	114
Hierarchical Attentive Recurrent Tracking	NIPS	code	113
Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks	CVPR	code	112
Bayesian Compression for Deep Learning	NIPS	code	111
DSAC - Differentiable RANSAC for Camera Localization	CVPR	code	111
Deep Pyramidal Residual Networks	CVPR	code	110
PoseTrack: Joint Multi-Person Pose Estimation and Tracking	CVPR	code	109
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model	NIPS	code	109
Discriminative Correlation Filter With Channel and Spatial Reliability	CVPR	code	109
Learning a Multi-View Stereo Machine	NIPS	code	107
Good Semi-supervised Learning That Requires a Bad GAN	NIPS	code	107
Concrete Dropout	NIPS	code	105
Spatiotemporal Multiplier Networks for Video Action Recognition	CVPR	code	105
Deep Watershed Transform for Instance Segmentation	CVPR	code	104
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning	NIPS	code	104
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction	CVPR	code	103
Bayesian Optimization with Gradients	NIPS	code	98
Train longer, generalize better: closing the generalization gap in large batch training of neural networks	NIPS	code	98
Switching Convolutional Neural Network for Crowd Counting	CVPR	code	98
Deep Hyperspherical Learning	NIPS	code	97
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency	CVPR	code	92
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation	CVPR	code	91
Adversarial Discriminative Domain Adaptation	CVPR	code	90
Task-based End-to-end Model Learning in Stochastic Optimization	NIPS	code	88
Learning to Compose Domain-Specific Transformations for Data Augmentation	NIPS	code	86
Working hard to know your neighbor's margins: Local descriptor learning loss	NIPS	code	85
AMC: Attention guided Multi-modal Correlation Learning for Image Search	CVPR	code	84
Fast-Slow Recurrent Neural Networks	NIPS	code	83
Semantic Autoencoder for Zero-Shot Learning	CVPR	code	83
Learning Combinatorial Optimization Algorithms over Graphs	NIPS	code	80
Optical Flow in Mostly Rigid Scenes	CVPR	code	78
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model	NIPS	code	78
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search	NIPS	code	77
Unite the People: Closing the Loop Between 3D and 2D Human Representations	CVPR	code	77
ECO: Efficient Convolution Operators for Tracking	CVPR	code	77
Learning a Deep Embedding Model for Zero-Shot Learning	CVPR	code	77
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation	CVPR	code	76
Deep Video Deblurring for Hand-Held Cameras	CVPR	code	75
A-NICE-MC: Adversarial Training for MCMC	NIPS	code	74
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning	CVPR	code	73
Local Binary Convolutional Neural Networks	CVPR	code	73
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data	CVPR	code	73
Multiple Instance Detection Network With Online Instance Classifier Refinement	CVPR	code	72
Coarse-To-Fine Volumetric Prediction for Single-Image 3D Human Pose	CVPR	code	72
Improved Stereo Matching With Constant Highway Networks and Reflective Confidence Learning	CVPR	code	71
MMD GAN: Towards Deeper Understanding of Moment Matching Network	NIPS	code	71
Causal Effect Inference with Deep Latent-Variable Models	NIPS	code	70
End-To-End Instance Segmentation With Recurrent Attention	CVPR	code	70
Learning Shape Abstractions by Assembling Volumetric Primitives	CVPR	code	68
Positive-Unlabeled Learning with Non-Negative Risk Estimator	NIPS	code	67
Top-Down Visual Saliency Guided by Captions	CVPR	code	67
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data	NIPS	code	67
Feedback Networks	CVPR	code	66
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis	CVPR	code	65
Deep Image Harmonization	CVPR	code	65
Video Propagation Networks	CVPR	code	63
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces	CVPR	code	63
Unsupervised Video Summarization With Adversarial LSTM Networks	CVPR	code	62
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning	CVPR	code	62
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks	NIPS	code	61
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning	CVPR	code	61
Training Deep Networks without Learning Rates Through Coin Betting	NIPS	code	59
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching	NIPS	code	58
Quality Aware Network for Set to Set Recognition	CVPR	code	57
Optical Flow Estimation Using a Spatial Pyramid Network	CVPR	code	57
Convolutional Gaussian Processes	NIPS	code	57
AdaGAN: Boosting Generative Models	NIPS	code	57
Person Re-Identification in the Wild	CVPR	code	56
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade	CVPR	code	55
End-To-End 3D Face Reconstruction With Deep Neural Networks	CVPR	code	54
Modeling Relationships in Referential Expressions With Compositional Modular Networks	CVPR	code	54
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks	CVPR	code	53
On-the-fly Operation Batching in Dynamic Computation Graphs	NIPS	code	53
Doubly Stochastic Variational Inference for Deep Gaussian Processes	NIPS	code	53
Full Resolution Image Compression With Recurrent Neural Networks	CVPR	code	52
Image-To-Image Translation With Conditional Adversarial Networks	CVPR	code	51
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee	NIPS	code	50
Deep Subspace Clustering Networks	NIPS	code	50
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection	CVPR	code	49
SST: Single-Stream Temporal Action Proposals	CVPR	code	47
Triangle Generative Adversarial Networks	NIPS	code	47
Person Search With Natural Language Description	CVPR	code	46
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos	CVPR	code	45
Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks	CVPR	code	45
Differentiable Learning of Logical Rules for Knowledge Base Reasoning	NIPS	code	44
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space	CVPR	code	44
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process	NIPS	code	43
Structured Bayesian Pruning via Log-Normal Multiplicative Noise	NIPS	code	42
Learning Residual Images for Face Attribute Manipulation	CVPR	code	41
Neural Expectation Maximization	NIPS	code	40
Visual Translation Embedding Network for Visual Relation Detection	CVPR	code	40
EAST: An Efficient and Accurate Scene Text Detector	CVPR	code	39
Modulating early visual processing by language	NIPS	code	39
Accurate Optical Flow via Direct Cost Volume Processing	CVPR	code	39
Semantic Compositional Networks for Visual Captioning	CVPR	code	38
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations	CVPR	code	38
Learned D-AMP: Principled Neural Network based Compressive Image Recovery	NIPS	code	38
Stabilizing Training of Generative Adversarial Networks through Regularization	NIPS	code	38
Neural Scene De-Rendering	CVPR	code	38
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network	NIPS	code	38
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning	NIPS	code	38
Hybrid Reward Architecture for Reinforcement Learning	NIPS	code	38
Fast Fourier Color Constancy	CVPR	code	36
What's in a Question: Using Visual Questions as a Form of Supervision	CVPR	code	36
Diversified Texture Synthesis With Feed-Forward Networks	CVPR	code	36
Xception: Deep Learning With Depthwise Separable Convolutions	CVPR	code	36
Face Normals "In-The-Wild" Using Fully Convolutional Networks	CVPR	code	35
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions	NIPS	code	35
A Linear-Time Kernel Goodness-of-Fit Test	NIPS	code	35
FC4: Fully Convolutional Color Constancy With Confidence-Weighted Pooling	CVPR	code	34
Comparative Evaluation of Hand-Crafted and Learned Local Features	CVPR	code	34
Multiple People Tracking by Lifted Multicut and Person Re-Identification	CVPR	code	34
Template Matching With Deformable Diversity Similarity	CVPR	code	33
Masked Autoregressive Flow for Density Estimation	NIPS	code	33
Real Time Image Saliency for Black Box Classifiers	NIPS	code	32
Learning Detection With Diverse Proposals	CVPR	code	31
Structured Embedding Models for Grouped Data	NIPS	code	31
Using Ranking-CNN for Age Estimation	CVPR	code	30
Safe Model-based Reinforcement Learning with Stability Guarantees	NIPS	code	29
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder	CVPR	code	27
QMDP-Net: Deep Learning for Planning under Partial Observability	NIPS	code	27
LCNN: Lookup-Based Convolutional Neural Network	CVPR	code	27
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization	CVPR	code	27
StyleNet: Generating Attractive Visual Captions With Styles	CVPR	code	27
Geometric Loss Functions for Camera Pose Regression With Deep Learning	CVPR	code	27
GP CaKe: Effective brain connectivity with causal kernels	NIPS	code	27
Unsupervised Learning of Disentangled Representations from Video	NIPS	code	27
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes	CVPR	code	26
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis	CVPR	code	26
Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos	CVPR	code	26
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations	CVPR	code	26
Semantic Image Inpainting With Deep Generative Models	CVPR	code	26
Learning Active Learning from Data	NIPS	code	25
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure	NIPS	code	25
Deep Semantic Feature Matching	CVPR	code	24
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields	CVPR	code	24
Deep Hashing Network for Unsupervised Domain Adaptation	CVPR	code	24
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon	NIPS	code	24
Deep Co-Occurrence Feature Learning for Visual Object Recognition	CVPR	code	24
Hierarchical Boundary-Aware Neural Encoder for Video Captioning	CVPR	code	23
A Unified Approach of Multi-Scale Deep and Hand-Crafted Features for Defocus Estimation	CVPR	code	23
Shading Annotations in the Wild	CVPR	code	23
Reducing Reparameterization Gradient Variance	NIPS	code	22
Learning to Detect Salient Objects With Image-Level Supervision	CVPR	code	22
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer	CVPR	code	22
Exploiting Saliency for Object Segmentation From Image Level Labels	CVPR	code	22
Deep Learning on Lie Groups for Skeleton-Based Action Recognition	CVPR	code	21
YASS: Yet Another Spike Sorter	NIPS	code	21
Universal Adversarial Perturbations	CVPR	code	21
Joint distribution optimal transportation for domain adaptation	NIPS	code	21
Contrastive Learning for Image Captioning	NIPS	code	21
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net	NIPS	code	21
Hash Embeddings for Efficient Word Representations	NIPS	code	21
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors	CVPR	code	21
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering	NIPS	code	20
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling	CVPR	code	20
Interspecies Knowledge Transfer for Facial Keypoint Detection	CVPR	code	20
Straight to Shapes: Real-Time Detection of Encoded Shapes	CVPR	code	20
Deep Mean-Shift Priors for Image Restoration	NIPS	code	20
Learning to Pivot with Adversarial Networks	NIPS	code	19
Dense Captioning With Joint Inference and Visual Context	CVPR	code	19
The Numerics of GANs	NIPS	code	19
Real-Time Neural Style Transfer for Videos	CVPR	code	19
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection	CVPR	code	18
Context Selection for Embedding Models	NIPS	code	18
A Bayesian Data Augmentation Approach for Learning Deep Models	NIPS	code	17
Joint Gap Detection and Inpainting of Line Drawings	CVPR	code	17
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition	CVPR	code	17
Towards Accurate Multi-Person Pose Estimation in the Wild	CVPR	code	17
Dual Discriminator Generative Adversarial Nets	NIPS	code	17
Structured Generative Adversarial Networks	NIPS	code	17
Predictive-Corrective Networks for Action Detection	CVPR	code	17
Neural system identification for large populations separating “what” and “where”	NIPS	code	16
Deep Unsupervised Similarity Learning Using Partially Ordered Sets	CVPR	code	16
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network	CVPR	code	16
FALKON: An Optimal Large Scale Kernel Method	NIPS	code	16
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks	CVPR	code	15
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations	NIPS	code	15
Event-Based Visual Inertial Odometry	CVPR	code	15
Few-Shot Learning Through an Information Retrieval Lens	NIPS	code	14
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing	CVPR	code	14
Shallow Updates for Deep Reinforcement Learning	NIPS	code	14
Label Distribution Learning Forests	NIPS	code	14
Estimating Mutual Information for Discrete-Continuous Mixtures	NIPS	code	14
Deep Learning with Topological Signatures	NIPS	code	14
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification	CVPR	code	14
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM	NIPS	code	14
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly	NIPS	code	14
Captioning Images With Diverse Objects	CVPR	code	14
Weakly Supervised Affordance Detection	CVPR	code	13
Recurrent 3D Pose Sequence Machines	CVPR	code	13
DropoutNet: Addressing Cold Start in Recommender Systems	NIPS	code	13
POSEidon: Face-From-Depth for Driver Pose Estimation	CVPR	code	13
Learning Spherical Convolution for Fast Features from 360° Imagery	NIPS	code	13
Off-policy evaluation for slate recommendation	NIPS	code	13
Deep Metric Learning via Facility Location	CVPR	code	13
Light Field Blind Motion Deblurring	CVPR	code	12
Deep Supervised Discrete Hashing	NIPS	code	12
Multigrid Neural Architectures	CVPR	code	12
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes	CVPR	code	12
Streaming Sparse Gaussian Process Approximations	NIPS	code	12
Learning Diverse Image Colorization	CVPR	code	11
On Fairness and Calibration	NIPS	code	11
Awesome Typography: Statistics-Based Text Effects Transfer	CVPR	code	11
Predictive State Recurrent Neural Networks	NIPS	code	11
Spherical convolutions and their application in molecular modelling	NIPS	code	11
Generalized Deep Image to Image Regression	CVPR	code	11
Federated Multi-Task Learning	NIPS	code	11
Neural Face Editing With Intrinsic Image Disentangling	CVPR	code	11
Convolutional Neural Network Architecture for Geometric Matching	CVPR	code	11
Multi-Information Source Optimization	NIPS	code	11
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection	CVPR	code	10
Differential Angular Imaging for Material Recognition	CVPR	code	10
Scalable Log Determinants for Gaussian Process Kernel Learning	NIPS	code	10
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach	NIPS	code	10
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification	NIPS	code	10
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs	NIPS	code	10
StyleBank: An Explicit Representation for Neural Image Style Transfer	CVPR	code	10
Deep Cross-Modal Hashing	CVPR	code	10
Learning Motion Patterns in Videos	CVPR	code	9
Practical Data-Dependent Metric Compression with Provable Guarantees	NIPS	code	9
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin	NIPS	code	9
Learned Contextual Feature Reweighting for Image Geo-Localization	CVPR	code	9
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization	NIPS	code	9
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur	CVPR	code	9
Attentional Correlation Filter Network for Adaptive Visual Tracking	CVPR	code	9
Removing Rain From Single Images via a Deep Detail Network	CVPR	code	9
Gradient descent GAN optimization is locally stable	NIPS	code	9
Do Deep Neural Networks Suffer from Crowding?	NIPS	code	9
High-Order Attention Models for Visual Question Answering	NIPS	code	9
IM2CAD	CVPR	code	9
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents	CVPR	code	8
f-GANs in an Information Geometric Nutshell	NIPS	code	8
Cost efficient gradient boosting	NIPS	code	8
Gaze Embeddings for Zero-Shot Image Classification	CVPR	code	8
Neural Aggregation Network for Video Face Recognition	CVPR	code	8
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models	NIPS	code	8
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation	NIPS	code	8
Non-Local Deep Features for Salient Object Detection	CVPR	code	8
Affinity Clustering: Hierarchical Clustering at Scale	NIPS	code	8
Fisher GAN	NIPS	code	8
Diverse Image Annotation	CVPR	code	7
Online multiclass boosting	NIPS	code	7
A Hierarchical Approach for Generating Descriptive Image Paragraphs	CVPR	code	7
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting	CVPR	code	7
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation	CVPR	code	7
Benchmarking Denoising Algorithms With Real Photographs	CVPR	code	7
DeepNav: Learning to Navigate Large Cities	CVPR	code	6
Improving Training of Deep Neural Networks via Singular Value Bounding	CVPR	code	6
Deep Crisp Boundaries	CVPR	code	6
Building a Regular Decision Boundary With Deep Networks	CVPR	code	6
Model-Powered Conditional Independence Test	NIPS	code	6
Tensor Biclustering	NIPS	code	6
Optimized Pre-Processing for Discrimination Prevention	NIPS	code	6
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction	NIPS	code	6
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains	NIPS	code	6
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems	NIPS	code	6
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition	CVPR	code	6
Diving into the shallows: a computational perspective on large-scale shallow learning	NIPS	code	5
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks	CVPR	code	5
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference	NIPS	code	5
Cross-Modality Binary Code Learning via Fusion Similarity Hashing	CVPR	code	5
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition	NIPS	code	5
Riemannian approach to batch normalization	NIPS	code	5
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification	CVPR	code	5
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features	NIPS	code	5
K-Medoids For K-Means Seeding	NIPS	code	5
Unsupervised Monocular Depth Estimation With Left-Right Consistency	CVPR	code	5
Testing and Learning on Distributions with Symmetric Noise Invariance	NIPS	code	5
Viraliency: Pooling Local Virality	CVPR	code	5
Recursive Sampling for the Nystrom Method	NIPS	code	5
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths	CVPR	code	5
The World of Fast Moving Objects	CVPR	code	5
Sparse convolutional coding for neuronal assembly detection	NIPS	code	4
Cognitive Mapping and Planning for Visual Navigation	CVPR	code	4
Regret Minimization in MDPs with Options without Prior Knowledge	NIPS	code	4
From Red Wine to Red Tomato: Composition With Context	CVPR	code	4
From Bayesian Sparsity to Gated Recurrent Nets	NIPS	code	4
Differentially private Bayesian learning on distributed data	NIPS	code	4
Object Co-Skeletonization With Co-Segmentation	CVPR	code	4
Pose-Aware Person Recognition	CVPR	code	4
Question Asking as Program Generation	NIPS	code	4
Discover and Learn New Objects From Documentaries	CVPR	code	4
Conic Scan-and-Cover algorithms for nonparametric topic modeling	NIPS	code	4
Forecasting Human Dynamics From Static Images	CVPR	code	4
Decoupling "when to update" from "how to update"	NIPS	code	4
DeepPermNet: Visual Permutation Learning	CVPR	code	4
Large Margin Object Tracking With Circulant Feature Maps	CVPR	code	3
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control	NIPS	code	3
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach	CVPR	code	3
Predicting Salient Face in Multiple-Face Videos	CVPR	code	3
ROAM: A Rich Object Appearance Model With Application to Rotoscoping	CVPR	code	3
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning	NIPS	code	3
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms	NIPS	code	3
Loss Max-Pooling for Semantic Image Segmentation	CVPR	code	3
Deep Recurrent Neural Network-Based Identification of Precursor microRNAs	NIPS	code	3
Alternating Direction Graph Matching	CVPR	code	3
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs	NIPS	code	3
Multi-way Interacting Regression via Factorization Machines	NIPS	code	3
Compatible Reward Inverse Reinforcement Learning	NIPS	code	3
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System	NIPS	code	3
Counting Everyday Objects in Everyday Scenes	CVPR	code	2
Scalable Levy Process Priors for Spectral Kernel Learning	NIPS	code	2
Simultaneous Stereo Video Deblurring and Scene Flow Estimation	CVPR	code	2
Lip Reading Sentences in the Wild	CVPR	code	2
Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries	CVPR	code	2
Learning Non-Maximum Suppression	CVPR	code	2
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms	NIPS	code	2
Deep View Morphing	CVPR	code	2
Multi-Task Learning for Contextual Bandits	NIPS	code	2
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval	CVPR	code	2
Generative Hierarchical Learning of Sparse FRAME Models	CVPR	code	2
Attention-Aware Face Hallucination via Deep Reinforcement Learning	CVPR	code	2
Adversarial Surrogate Losses for Ordinal Regression	NIPS	code	2
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image	CVPR	code	2
On Structured Prediction Theory with Calibrated Convex Surrogate Losses	NIPS	code	2
Convex Global 3D Registration With Lagrangian Duality	CVPR	code	2
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval	NIPS	code	2
On clustering network-valued data	NIPS	code	1
Minimum Delay Moving Object Detection	CVPR	code	1
Deep Affordance-Grounded Sensorimotor Object Recognition	CVPR	code	1
Fitting Low-Rank Tensors in Constant Time	NIPS	code	1
Geodesic Distance Descriptors	CVPR	code	1
Learning Object Interactions and Descriptions for Semantic Image Segmentation	CVPR	code	1
Linearly constrained Gaussian processes	NIPS	code	1
Discovering Potential Correlations via Hypercontractivity	NIPS	code	1
Adaptive Batch Size for Safe Policy Gradients	NIPS	code	1
SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos	CVPR	code	1
S3Pool: Pooling With Stochastic Spatial Sampling	CVPR	code	1
Model evidence from nonequilibrium simulations	NIPS	code	1
Inhomogeneous Hypergraph Clustering with Applications	NIPS	code	1
Permutation-based Causal Inference Algorithms with Interventions	NIPS	code	1
Matrix Norm Estimation from a Few Entries	NIPS	code	1
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities	NIPS	code	1
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees	NIPS	code	1
Collaborative Deep Learning in Fixed Topology Networks	NIPS	code	1
Generative Local Metric Learning for Kernel Regression	NIPS	code	1
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems	NIPS	code	1
Online control of the false discovery rate with decaying memory	NIPS	code	1
Expert Gate: Lifelong Learning With a Network of Experts	CVPR	code	1
Gated Feedback Refinement Network for Dense Image Labeling	CVPR	code	1
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection	CVPR	code	1
Unrolling the Shutter: CNN to Correct Motion Distortions	CVPR	code	1

2016

Title	Conf	Code	Stars
Deep Residual Learning for Image Recognition	CVPR	code	4133
Convolutional Pose Machines	CVPR	code	2895
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis	CVPR	code	700
Synthetic Data for Text Localisation in Natural Images	CVPR	code	662
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades	CVPR	code	416
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking	CVPR	code	334
Learning Deep Features for Discriminative Localization	CVPR	code	306
Convolutional Two-Stream Network Fusion for Video Action Recognition	CVPR	code	295
Deep Metric Learning via Lifted Structured Feature Embedding	CVPR	code	229
Learning Deep Representations of Fine-Grained Visual Descriptions	CVPR	code	208
Eye Tracking for Everyone	CVPR	code	184
Joint Unsupervised Learning of Deep Representations and Image Clusters	CVPR	code	165
Staple: Complementary Learners for Real-Time Tracking	CVPR	code	165
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition	CVPR	code	165
Accurate Image Super-Resolution Using Very Deep Convolutional Networks	CVPR	code	163
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs	CVPR	code	159
LocNet: Improving Localization Accuracy for Object Detection	CVPR	code	151
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	139
Rethinking the Inception Architecture for Computer Vision	CVPR	code	129
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images	CVPR	code	121
Dynamic Image Networks for Action Recognition	CVPR	code	117
Context Encoders: Feature Learning by Inpainting	CVPR	code	113
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks	CVPR	code	107
Natural Language Object Retrieval	CVPR	code	94
Weakly Supervised Deep Detection Networks	CVPR	code	89
Deeply-Recursive Convolutional Network for Image Super-Resolution	CVPR	code	86
Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction	CVPR	code	85
A Comparative Study for Single Image Blind Deblurring	CVPR	code	77
Neural Module Networks	CVPR	code	75
Recurrent Convolutional Network for Video-Based Person Re-Identification	CVPR	code	75
Stacked Attention Networks for Image Question Answering	CVPR	code	71
Progressive Prioritized Multi-View Stereo	CVPR	code	69
A Hierarchical Deep Temporal Model for Group Activity Recognition	CVPR	code	66
Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs	CVPR	code	63
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction	CVPR	code	63
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network	CVPR	code	62
Towards Open Set Deep Networks	CVPR	code	61
Bilateral Space Video Segmentation	CVPR	code	57
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data	CVPR	code	52
Video Segmentation via Object Flow	CVPR	code	48
Efficient 3D Room Shape Recovery From a Single Panorama	CVPR	code	48
Slicing Convolutional Neural Network for Crowd Video Understanding	CVPR	code	40
CRAFT Objects From Images	CVPR	code	40
Deep Region and Multi-Label Learning for Facial Action Unit Detection	CVPR	code	38
Sketch Me That Shoe	CVPR	code	34
Deep Supervised Hashing for Fast Image Retrieval	CVPR	code	33
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
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation	CVPR	code	29
Non-Local Image Dehazing	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
Structure-From-Motion Revisited	CVPR	code	24
Simultaneous Optical Flow and Intensity Estimation From an Event Camera	CVPR	code	24
Attention to Scale: Scale-Aware Semantic Image Segmentation	CVPR	code	24
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
Fast Training of Triplet-Based Deep Binary Embedding Networks	CVPR	code	22
You Only Look Once: Unified, Real-Time Object Detection	CVPR	code	21
Dense Human Body Correspondences Using Convolutional Networks	CVPR	code	21
First Person Action Recognition Using Deep Learned Descriptors	CVPR	code	20
Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World	CVPR	code	20
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	15
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians	CVPR	code	15
Structure From Motion With Objects	CVPR	code	15
Quantized Convolutional Neural Networks for Mobile Devices	CVPR	code	14
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements	CVPR	code	13
Single-Image Crowd Counting via Multi-Column Convolutional Neural Network	CVPR	code	13
Interactive Segmentation on RGBD Images via Cue Selection	CVPR	code	12
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
Image Style Transfer Using Convolutional Neural Networks	CVPR	code	8
Region Ranking SVM for Image Classification	CVPR	code	8
Unsupervised Learning From Narrated Instruction Videos	CVPR	code	7
Where to Look: Focus Regions for Visual Question Answering	CVPR	code	7
Detecting Migrating Birds at Night	CVPR	code	7
Pairwise Matching Through Max-Weight Bipartite Belief Propagation	CVPR	code	7
Visually Indicated Sounds	CVPR	code	7
3D Shape Attributes	CVPR	code	6
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled	CVPR	code	6
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
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network	CVPR	code	5
Learning a Discriminative Null Space for Person Re-Identification	CVPR	code	5
Visual Tracking Using Attention-Modulated Disintegration and Integration	CVPR	code	5
Functional Faces: Groupwise Dense Correspondence Using Functional Maps	CVPR	code	5
Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals	CVPR	code	5
Globally Optimal Manhattan Frame Estimation in Real-Time	CVPR	code	4
Efficient Deep Learning for Stereo Matching	CVPR	code	4
Improving Human Action Recognition by Non-Action Classification	CVPR	code	4
Object Contour Detection With a Fully Convolutional Encoder-Decoder Network	CVPR	code	4
Prior-Less Compressible Structure From Motion	CVPR	code	4
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
Context-Aware Gaussian Fields for Non-Rigid Point Set Registration	CVPR	code	3
Recurrent Attentional Networks for Saliency Detection	CVPR	code	3
Inferring Forces and Learning Human Utilities From Videos	CVPR	code	2
Weakly Supervised Object Localization With Progressive Domain Adaptation	CVPR	code	2
Joint Recovery of Dense Correspondence and Cosegmentation in Two Images	CVPR	code	2
Moral Lineage Tracing	CVPR	code	2
Efficient Globally Optimal 2D-To-3D Deformable Shape Matching	CVPR	code	2
Cross-Stitch Networks for Multi-Task Learning	CVPR	code	2
Less Is More: Zero-Shot Learning From Online Textual Documents With Noise Suppression	CVPR	code	2
An Egocentric Look at Video Photographer Identity	CVPR	code	2
3D Part-Based Sparse Tracker With Automatic Synchronization and Registration	CVPR	code	1
Fast Algorithms for Convolutional Neural Networks	CVPR	code	1
Video-Story Composition via Plot Analysis	CVPR	code	1
Laplacian Patch-Based Image Synthesis	CVPR	code	1
Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions	CVPR	code	1
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks	CVPR	code	1
Fast Zero-Shot Image Tagging	CVPR	code	1
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function		code	0

2015

Title	Conf	Code	Stars
Fast R-CNN	ICCV	code	2140
Conditional Random Fields as Recurrent Neural Networks	ICCV	code	1153
Fully Convolutional Networks for Semantic Segmentation	CVPR	code	817
Learning Deconvolution Network for Semantic Segmentation	ICCV	code	289
Learning to Track: Online Multi-Object Tracking by Decision Making	ICCV	code	279
Learning to Compare Image Patches via Convolutional Neural Networks	CVPR	code	279
Single Image Super-Resolution From Transformed Self-Exemplars	CVPR	code	251
Sequence to Sequence - Video to Text	ICCV	code	228
Deep Neural Decision Forests	ICCV	code	180
Hierarchical Convolutional Features for Visual Tracking	ICCV	code	177
Deep Colorization	ICCV	code	160
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views	ICCV	code	157
Realtime Edge-Based Visual Odometry for a Monocular Camera	ICCV	code	156
Understanding Deep Image Representations by Inverting Them	CVPR	code	151
Context-Aware CNNs for Person Head Detection	ICCV	code	140
Face Alignment by Coarse-to-Fine Shape Searching	CVPR	code	132
Show and Tell: A Neural Image Caption Generator	CVPR	code	128
An Improved Deep Learning Architecture for Person Re-Identification	CVPR	code	120
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges	ICCV	code	108
FaceNet: A Unified Embedding for Face Recognition and Clustering	CVPR	code	97
Massively Parallel Multiview Stereopsis by Surface Normal Diffusion	ICCV	code	94
Learning to Propose Objects	CVPR	code	89
Learning Spatially Regularized Correlation Filters for Visual Tracking	ICCV	code	75
DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time	CVPR	code	75
A Convolutional Neural Network Cascade for Face Detection	CVPR	code	71
Discriminative Learning of Deep Convolutional Feature Point Descriptors	ICCV	code	67
Unsupervised Visual Representation Learning by Context Prediction	ICCV	code	67
Saliency Detection by Multi-Context Deep Learning	CVPR	code	62
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images	CVPR	code	61
Deep Filter Banks for Texture Recognition and Segmentation	CVPR	code	56
Finding Action Tubes	CVPR	code	47
Category-Specific Object Reconstruction From a Single Image	CVPR	code	44
Multi-Objective Convolutional Learning for Face Labeling	CVPR	code	43
Learning From Massive Noisy Labeled Data for Image Classification	CVPR	code	42
P-CNN: Pose-Based CNN Features for Action Recognition	ICCV	code	39
Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture	ICCV	code	34
Convolutional Color Constancy	ICCV	code	34
Mid-Level Deep Pattern Mining	CVPR	code	32
Car That Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models	ICCV	code	32
VQA: Visual Question Answering	ICCV	code	32
Neural Activation Constellations: Unsupervised Part Model Discovery With Convolutional Networks	ICCV	code	32
Face Flow	ICCV	code	31
Image Specificity	CVPR	code	31
TILDE: A Temporally Invariant Learned DEtector	CVPR	code	30
Fast Bilateral-Space Stereo for Synthetic Defocus	CVPR	code	28
PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization	ICCV	code	28
Deeply Learned Attributes for Crowded Scene Understanding	CVPR	code	28
In Defense of Color-Based Model-Free Tracking	CVPR	code	27
Parsimonious Labeling	ICCV	code	26
Recurrent Convolutional Neural Network for Object Recognition	CVPR	code	26
Viewpoints and Keypoints	CVPR	code	25
Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation	ICCV	code	24
Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition	CVPR	code	24
Learning The Structure of Deep Convolutional Networks	ICCV	code	24
Webly Supervised Learning of Convolutional Networks	ICCV	code	24
Unconstrained 3D Face Reconstruction	CVPR	code	24
Occlusion-Aware Depth Estimation Using Light-Field Cameras	ICCV	code	24
Sparse Depth Super Resolution	CVPR	code	24
Semantic Image Segmentation via Deep Parsing Network	ICCV	code	24
Deep Networks for Image Super-Resolution With Sparse Prior	ICCV	code	24
Deep Convolutional Neural Fields for Depth Estimation From a Single Image	CVPR	code	24
Going Deeper With Convolutions	CVPR	code	23
Data-Driven 3D Voxel Patterns for Object Category Recognition	CVPR	code	23
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise	CVPR	code	21
Holistically-Nested Edge Detection	ICCV	code	21
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues	CVPR	code	20
Phase-Based Frame Interpolation for Video	CVPR	code	20
Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset)	CVPR	code	19
Understanding Deep Features With Computer-Generated Imagery	ICCV	code	18
HICO: A Benchmark for Recognizing Human-Object Interactions in Images	ICCV	code	17
Learning Large-Scale Automatic Image Colorization	ICCV	code	17
Semantic Component Analysis	ICCV	code	17
Simultaneous Feature Learning and Hash Coding With Deep Neural Networks	CVPR	code	16
3D Object Reconstruction From Hand-Object Interactions	ICCV	code	15
Learning Temporal Embeddings for Complex Video Analysis	ICCV	code	14
Oriented Edge Forests for Boundary Detection	CVPR	code	13
Learning to See by Moving	ICCV	code	13
Structured Feature Selection	ICCV	code	12
Reflection Removal Using Ghosting Cues	CVPR	code	11
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification	CVPR	code	11
Where to Buy It: Matching Street Clothing Photos in Online Shops	ICCV	code	10
Appearance-Based Gaze Estimation in the Wild	CVPR	code	9
High Quality Structure From Small Motion for Rolling Shutter Cameras	ICCV	code	9
Boosting Object Proposals: From Pascal to COCO	ICCV	code	8
Unsupervised Learning of Visual Representations Using Videos	ICCV	code	8
Convolutional Channel Features	ICCV	code	8
Robust Image Filtering Using Joint Static and Dynamic Guidance	CVPR	code	8
Partial Person Re-Identification	ICCV	code	7
Long-Term Correlation Tracking	CVPR	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
Live Repetition Counting	ICCV	code	6
Towards Open World Recognition	CVPR	code	6
Pooled Motion Features for First-Person Videos	CVPR	code	6
Learning a Descriptor-Specific 3D Keypoint Detector	ICCV	code	5
What Makes an Object Memorable?	ICCV	code	5
Supervised Discrete Hashing	CVPR	code	5
Mining Semantic Affordances of Visual Object Categories	CVPR	code	5
Dense Semantic Correspondence Where Every Pixel is a Classifier	ICCV	code	5
Piecewise Flat Embedding for Image Segmentation	ICCV	code	5
Low-Rank Matrix Factorization Under General Mixture Noise Distributions	ICCV	code	4
Pose Induction for Novel Object Categories	ICCV	code	4
Multi-View Convolutional Neural Networks for 3D Shape Recognition	ICCV	code	4
Superdifferential Cuts for Binary Energies	CVPR	code	4
Simultaneous Deep Transfer Across Domains and Tasks	ICCV	code	4
Simultaneous Video Defogging and Stereo Reconstruction	CVPR	code	3
Minimum Barrier Salient Object Detection at 80 FPS	ICCV	code	3
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo	CVPR	code	3
Oriented Object Proposals	ICCV	code	3
Hyperspectral Super-Resolution by Coupled Spectral Unmixing	ICCV	code	3
Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing	ICCV	code	3
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization	CVPR	code	2
Online Sketching Hashing	CVPR	code	2
Robust Saliency Detection via Regularized Random Walks Ranking	CVPR	code	2
Multi-Label Cross-Modal Retrieval	ICCV	code	2
Image Retrieval Using Scene Graphs	CVPR	code	2
Structural Sparse Tracking	CVPR	code	2
Interpolation on the Manifold of K Component GMMs	ICCV	code	2
CIDEr: Consensus-Based Image Description Evaluation	CVPR	code	2
Adaptive As-Natural-As-Possible Image Stitching	CVPR	code	2
kNN Hashing With Factorized Neighborhood Representation	ICCV	code	2
A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids	ICCV	code	2
Unsupervised Generation of a Viewpoint Annotated Car Dataset From Videos	ICCV	code	2
Computing the Stereo Matching Cost With a Convolutional Neural Network	CVPR	code	1
Latent Trees for Estimating Intensity of Facial Action Units	CVPR	code	1
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer	ICCV	code	1
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising	ICCV	code	1
Learning Spatiotemporal Features With 3D Convolutional Networks	ICCV	code	1
Self-Occlusions and Disocclusions in Causal Video Object Segmentation	ICCV	code	1
Robust Optimization for Deep Regression	ICCV	code	1
Contour Box: Rejecting Object Proposals Without Explicit Closed Contours	ICCV	code	1
Fast and Effective L0 Gradient Minimization by Region Fusion	ICCV	code	1
Deep Visual-Semantic Alignments for Generating Image Descriptions	CVPR	code	1
Unsupervised Semantic Parsing of Video Collections	ICCV	code	1

2014

Title	Conf	Code	Stars

2013

Title	Conf	Code	Stars

2012

Title	Conf	Code	Stars

2011

Title	Conf	Code	Stars

2010

Title	Conf	Code	Stars

2009

Title	Conf	Code	Stars

2008

Title	Conf	Code	Stars