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 |
2823 |
A Unified Approach to Interpreting Model Predictions |
NIPS |
code |
1980 |
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space |
CVPR |
code |
1825 |
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games |
NIPS |
code |
1754 |
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events |
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 |
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 |
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 |
Finding Tiny Faces |
CVPR |
code |
184 |
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 |
Visual Dialog |
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 |
170 |
Inverse Compositional Spatial Transformer Networks |
CVPR |
code |
165 |
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 |
Multi-View 3D Object Detection Network for Autonomous Driving |
CVPR |
code |
152 |
Scene Graph Generation by Iterative Message Passing |
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 |
142 |
Language Modeling with Recurrent Highway Hypernetworks |
NIPS |
code |
140 |
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images |
CVPR |
code |
137 |
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning |
NIPS |
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 |
Controlling Perceptual Factors in Neural Style Transfer |
CVPR |
code |
124 |
One-Sided Unsupervised Domain Mapping |
NIPS |
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 |
DSAC - Differentiable RANSAC for Camera Localization |
CVPR |
code |
111 |
Bayesian Compression for Deep Learning |
NIPS |
code |
111 |
Deep Pyramidal Residual Networks |
CVPR |
code |
110 |
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 |
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning |
NIPS |
code |
104 |
Deep Watershed Transform for Instance Segmentation |
CVPR |
code |
104 |
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction |
CVPR |
code |
103 |
Switching Convolutional Neural Network for Crowd Counting |
CVPR |
code |
98 |
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 |
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 |
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model |
NIPS |
code |
78 |
Optical Flow in Mostly Rigid Scenes |
CVPR |
code |
78 |
ECO: Efficient Convolution Operators for Tracking |
CVPR |
code |
77 |
Unite the People: Closing the Loop Between 3D and 2D Human Representations |
CVPR |
code |
77 |
Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search |
NIPS |
code |
77 |
Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation |
CVPR |
code |
76 |
A-NICE-MC: Adversarial Training for MCMC |
NIPS |
code |
74 |
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data |
CVPR |
code |
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 |
Learning a Deep Embedding Model for Zero-Shot Learning |
CVPR |
code |
72 |
Local Binary Convolutional Neural Networks |
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 |
Deep Image Harmonization |
CVPR |
code |
65 |
Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis |
CVPR |
code |
65 |
Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces |
CVPR |
code |
63 |
Video Propagation Networks |
CVPR |
code |
63 |
Unsupervised Video Summarization With Adversarial LSTM Networks |
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 |
AdaGAN: Boosting Generative Models |
NIPS |
code |
57 |
Convolutional Gaussian Processes |
NIPS |
code |
57 |
Quality Aware Network for Set to Set Recognition |
CVPR |
code |
57 |
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning |
CVPR |
code |
57 |
Optical Flow Estimation Using a Spatial Pyramid Network |
CVPR |
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 |
On-the-fly Operation Batching in Dynamic Computation Graphs |
NIPS |
code |
53 |
Doubly Stochastic Variational Inference for Deep Gaussian Processes |
NIPS |
code |
53 |
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks |
CVPR |
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 |
Triangle Generative Adversarial Networks |
NIPS |
code |
47 |
SST: Single-Stream Temporal Action Proposals |
CVPR |
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 |
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 |
EAST: An Efficient and Accurate Scene Text Detector |
CVPR |
code |
39 |
Accurate Optical Flow via Direct Cost Volume Processing |
CVPR |
code |
39 |
Modulating early visual processing by language |
NIPS |
code |
39 |
Stabilizing Training of Generative Adversarial Networks through Regularization |
NIPS |
code |
38 |
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning |
NIPS |
code |
38 |
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network |
NIPS |
code |
38 |
Learned D-AMP: Principled Neural Network based Compressive Image Recovery |
NIPS |
code |
38 |
Hybrid Reward Architecture for Reinforcement Learning |
NIPS |
code |
38 |
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations |
CVPR |
code |
38 |
Neural Scene De-Rendering |
CVPR |
code |
38 |
Semantic Compositional Networks for Visual Captioning |
CVPR |
code |
38 |
Xception: Deep Learning With Depthwise Separable Convolutions |
CVPR |
code |
36 |
Fast Fourier Color Constancy |
CVPR |
code |
36 |
Diversified Texture Synthesis With Feed-Forward Networks |
CVPR |
code |
36 |
What's in a Question: Using Visual Questions as a Form of Supervision |
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 |
Masked Autoregressive Flow for Density Estimation |
NIPS |
code |
33 |
Template Matching With Deformable Diversity Similarity |
CVPR |
code |
33 |
Real Time Image Saliency for Black Box Classifiers |
NIPS |
code |
32 |
Structured Embedding Models for Grouped Data |
NIPS |
code |
31 |
Learning Detection With Diverse Proposals |
CVPR |
code |
31 |
Using Ranking-CNN for Age Estimation |
CVPR |
code |
30 |
Safe Model-based Reinforcement Learning with Stability Guarantees |
NIPS |
code |
29 |
LCNN: Lookup-Based Convolutional Neural Network |
CVPR |
code |
27 |
Unsupervised Learning of Disentangled Representations from Video |
NIPS |
code |
27 |
GP CaKe: Effective brain connectivity with causal kernels |
NIPS |
code |
27 |
Geometric Loss Functions for Camera Pose Regression With Deep Learning |
CVPR |
code |
27 |
QMDP-Net: Deep Learning for Planning under Partial Observability |
NIPS |
code |
27 |
3D Point Cloud Registration for Localization Using a Deep Neural Network Auto-Encoder |
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 |
Semantic Image Inpainting With Deep Generative Models |
CVPR |
code |
26 |
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis |
CVPR |
code |
26 |
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes |
CVPR |
code |
26 |
Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations |
CVPR |
code |
26 |
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure |
NIPS |
code |
25 |
Learning Active Learning from Data |
NIPS |
code |
25 |
Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields |
CVPR |
code |
24 |
Deep Hashing Network for Unsupervised Domain Adaptation |
CVPR |
code |
24 |
Deep Semantic Feature Matching |
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 |
Shading Annotations in the Wild |
CVPR |
code |
23 |
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 |
Reducing Reparameterization Gradient Variance |
NIPS |
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 |
Learning to Detect Salient Objects With Image-Level Supervision |
CVPR |
code |
22 |
Joint distribution optimal transportation for domain adaptation |
NIPS |
code |
21 |
Universal Adversarial Perturbations |
CVPR |
code |
21 |
Hash Embeddings for Efficient Word Representations |
NIPS |
code |
21 |
YASS: Yet Another Spike Sorter |
NIPS |
code |
21 |
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net |
NIPS |
code |
21 |
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors |
CVPR |
code |
21 |
Contrastive Learning for Image Captioning |
NIPS |
code |
21 |
Deep Learning on Lie Groups for Skeleton-Based Action Recognition |
CVPR |
code |
21 |
Interspecies Knowledge Transfer for Facial Keypoint Detection |
CVPR |
code |
20 |
Straight to Shapes: Real-Time Detection of Encoded Shapes |
CVPR |
code |
20 |
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling |
CVPR |
code |
20 |
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering |
NIPS |
code |
20 |
Deep Mean-Shift Priors for Image Restoration |
NIPS |
code |
20 |
Dense Captioning With Joint Inference and Visual Context |
CVPR |
code |
19 |
Learning to Pivot with Adversarial Networks |
NIPS |
code |
19 |
The Numerics of GANs |
NIPS |
code |
19 |
Real-Time Neural Style Transfer for Videos |
CVPR |
code |
19 |
Context Selection for Embedding Models |
NIPS |
code |
18 |
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection |
CVPR |
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 |
Dual Discriminator Generative Adversarial Nets |
NIPS |
code |
17 |
Towards Accurate Multi-Person Pose Estimation in the Wild |
CVPR |
code |
17 |
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition |
CVPR |
code |
17 |
Structured Generative Adversarial Networks |
NIPS |
code |
17 |
Predictive-Corrective Networks for Action Detection |
CVPR |
code |
17 |
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network |
CVPR |
code |
16 |
Deep Unsupervised Similarity Learning Using Partially Ordered Sets |
CVPR |
code |
16 |
FALKON: An Optimal Large Scale Kernel Method |
NIPS |
code |
16 |
Neural system identification for large populations separating βwhatβ and βwhereβ |
NIPS |
code |
16 |
Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks |
CVPR |
code |
15 |
Event-Based Visual Inertial Odometry |
CVPR |
code |
15 |
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations |
NIPS |
code |
15 |
Captioning Images With Diverse Objects |
CVPR |
code |
14 |
Shallow Updates for Deep Reinforcement Learning |
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 |
Label Distribution Learning Forests |
NIPS |
code |
14 |
Estimating Mutual Information for Discrete-Continuous Mixtures |
NIPS |
code |
14 |
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing |
CVPR |
code |
14 |
Deep Learning with Topological Signatures |
NIPS |
code |
14 |
Streaming Weak Submodularity: Interpreting Neural Networks on the Fly |
NIPS |
code |
14 |
Few-Shot Learning Through an Information Retrieval Lens |
NIPS |
code |
14 |
Off-policy evaluation for slate recommendation |
NIPS |
code |
13 |
Weakly Supervised Affordance Detection |
CVPR |
code |
13 |
Deep Metric Learning via Facility Location |
CVPR |
code |
13 |
DropoutNet: Addressing Cold Start in Recommender Systems |
NIPS |
code |
13 |
Learning Spherical Convolution for Fast Features from 360Β° Imagery |
NIPS |
code |
13 |
POSEidon: Face-From-Depth for Driver Pose Estimation |
CVPR |
code |
13 |
Streaming Sparse Gaussian Process Approximations |
NIPS |
code |
12 |
Deep Supervised Discrete Hashing |
NIPS |
code |
12 |
Recurrent 3D Pose Sequence Machines |
CVPR |
code |
12 |
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes |
CVPR |
code |
12 |
Multigrid Neural Architectures |
CVPR |
code |
12 |
Light Field Blind Motion Deblurring |
CVPR |
code |
12 |
Learning Diverse Image Colorization |
CVPR |
code |
11 |
On Fairness and Calibration |
NIPS |
code |
11 |
Federated Multi-Task Learning |
NIPS |
code |
11 |
Multi-Information Source Optimization |
NIPS |
code |
11 |
Awesome Typography: Statistics-Based Text Effects Transfer |
CVPR |
code |
11 |
Neural Face Editing With Intrinsic Image Disentangling |
CVPR |
code |
11 |
Generalized Deep Image to Image Regression |
CVPR |
code |
11 |
Convolutional Neural Network Architecture for Geometric Matching |
CVPR |
code |
11 |
Predictive State Recurrent Neural Networks |
NIPS |
code |
11 |
Spherical convolutions and their application in molecular modelling |
NIPS |
code |
11 |
Scalable Log Determinants for Gaussian Process Kernel Learning |
NIPS |
code |
10 |
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification |
NIPS |
code |
10 |
StyleBank: An Explicit Representation for Neural Image Style Transfer |
CVPR |
code |
10 |
Differential Angular Imaging for Material Recognition |
CVPR |
code |
10 |
Deep Cross-Modal Hashing |
CVPR |
code |
10 |
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach |
NIPS |
code |
10 |
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs |
NIPS |
code |
10 |
Learning Cross-Modal Deep Representations for Robust Pedestrian Detection |
CVPR |
code |
10 |
Attentional Correlation Filter Network for Adaptive Visual Tracking |
CVPR |
code |
9 |
IM2CAD |
CVPR |
code |
9 |
Learned Contextual Feature Reweighting for Image Geo-Localization |
CVPR |
code |
9 |
High-Order Attention Models for Visual Question Answering |
NIPS |
code |
9 |
Gradient descent GAN optimization is locally stable |
NIPS |
code |
9 |
Removing Rain From Single Images via a Deep Detail Network |
CVPR |
code |
9 |
Learning Motion Patterns in Videos |
CVPR |
code |
9 |
From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur |
CVPR |
code |
9 |
Do Deep Neural Networks Suffer from Crowding? |
NIPS |
code |
9 |
Practical Data-Dependent Metric Compression with Provable Guarantees |
NIPS |
code |
9 |
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization |
NIPS |
code |
9 |
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin |
NIPS |
code |
9 |
Gaze Embeddings for Zero-Shot Image Classification |
CVPR |
code |
8 |
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation |
NIPS |
code |
8 |
f-GANs in an Information Geometric Nutshell |
NIPS |
code |
8 |
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models |
NIPS |
code |
8 |
Cost efficient gradient boosting |
NIPS |
code |
8 |
Fisher GAN |
NIPS |
code |
8 |
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents |
CVPR |
code |
8 |
Neural Aggregation Network for Video Face Recognition |
CVPR |
code |
8 |
Affinity Clustering: Hierarchical Clustering at Scale |
NIPS |
code |
8 |
Non-Local Deep Features for Salient Object Detection |
CVPR |
code |
8 |
Product Split Trees |
CVPR |
code |
8 |
Online multiclass boosting |
NIPS |
code |
7 |
Benchmarking Denoising Algorithms With Real Photographs |
CVPR |
code |
7 |
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting |
CVPR |
code |
7 |
A Hierarchical Approach for Generating Descriptive Image Paragraphs |
CVPR |
code |
7 |
Diverse Image Annotation |
CVPR |
code |
7 |
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation |
CVPR |
code |
7 |
DeepNav: Learning to Navigate Large Cities |
CVPR |
code |
6 |
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction |
NIPS |
code |
6 |
Deep Crisp Boundaries |
CVPR |
code |
6 |
Tensor Biclustering |
NIPS |
code |
6 |
Building a Regular Decision Boundary With Deep Networks |
CVPR |
code |
6 |
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition |
CVPR |
code |
6 |
Model-Powered Conditional Independence Test |
NIPS |
code |
6 |
Optimized Pre-Processing for Discrimination Prevention |
NIPS |
code |
6 |
Improving Training of Deep Neural Networks via Singular Value Bounding |
CVPR |
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 |
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks |
CVPR |
code |
5 |
Recursive Sampling for the Nystrom Method |
NIPS |
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 |
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification |
CVPR |
code |
5 |
Riemannian approach to batch normalization |
NIPS |
code |
5 |
Diving into the shallows: a computational perspective on large-scale shallow learning |
NIPS |
code |
5 |
K-Medoids For K-Means Seeding |
NIPS |
code |
5 |
Testing and Learning on Distributions with Symmetric Noise Invariance |
NIPS |
code |
5 |
Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths |
CVPR |
code |
5 |
Unsupervised Monocular Depth Estimation With Left-Right Consistency |
CVPR |
code |
5 |
The World of Fast Moving Objects |
CVPR |
code |
5 |
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition |
NIPS |
code |
5 |
Viraliency: Pooling Local Virality |
CVPR |
code |
5 |
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features |
NIPS |
code |
5 |
DeepPermNet: Visual Permutation Learning |
CVPR |
code |
4 |
Conic Scan-and-Cover algorithms for nonparametric topic modeling |
NIPS |
code |
4 |
Regret Minimization in MDPs with Options without Prior Knowledge |
NIPS |
code |
4 |
Forecasting Human Dynamics From Static Images |
CVPR |
code |
4 |
Object Co-Skeletonization With Co-Segmentation |
CVPR |
code |
4 |
Decoupling "when to update" from "how to update" |
NIPS |
code |
4 |
Cognitive Mapping and Planning for Visual Navigation |
CVPR |
code |
4 |
Question Asking as Program Generation |
NIPS |
code |
4 |
Differentially private Bayesian learning on distributed data |
NIPS |
code |
4 |
From Bayesian Sparsity to Gated Recurrent Nets |
NIPS |
code |
4 |
Pose-Aware Person Recognition |
CVPR |
code |
4 |
Sparse convolutional coding for neuronal assembly detection |
NIPS |
code |
4 |
Discover and Learn New Objects From Documentaries |
CVPR |
code |
4 |
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning |
NIPS |
code |
3 |
Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach |
CVPR |
code |
3 |
Alternating Direction Graph Matching |
CVPR |
code |
3 |
ROAM: A Rich Object Appearance Model With Application to Rotoscoping |
CVPR |
code |
3 |
Large Margin Object Tracking With Circulant Feature Maps |
CVPR |
code |
3 |
Predicting Salient Face in Multiple-Face Videos |
CVPR |
code |
3 |
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms |
NIPS |
code |
3 |
Compatible Reward Inverse Reinforcement Learning |
NIPS |
code |
3 |
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs |
NIPS |
code |
3 |
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System |
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 |
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control |
NIPS |
code |
3 |
Multi-way Interacting Regression via Factorization Machines |
NIPS |
code |
3 |
Deep View Morphing |
CVPR |
code |
2 |
Adversarial Surrogate Losses for Ordinal Regression |
NIPS |
code |
2 |
Simultaneous Stereo Video Deblurring and Scene Flow Estimation |
CVPR |
code |
2 |
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval |
NIPS |
code |
2 |
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval |
CVPR |
code |
2 |
Learning Non-Maximum Suppression |
CVPR |
code |
2 |
On Structured Prediction Theory with Calibrated Convex Surrogate Losses |
NIPS |
code |
2 |
Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries |
CVPR |
code |
2 |
Counting Everyday Objects in Everyday Scenes |
CVPR |
code |
2 |
Attention-Aware Face Hallucination via Deep Reinforcement Learning |
CVPR |
code |
2 |
AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms |
NIPS |
code |
2 |
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image |
CVPR |
code |
2 |
Multi-Task Learning for Contextual Bandits |
NIPS |
code |
2 |
Lip Reading Sentences in the Wild |
CVPR |
code |
2 |
Scalable Levy Process Priors for Spectral Kernel Learning |
NIPS |
code |
2 |
Generative Hierarchical Learning of Sparse FRAME Models |
CVPR |
code |
2 |
Matrix Norm Estimation from a Few Entries |
NIPS |
code |
1 |
Inhomogeneous Hypergraph Clustering with Applications |
NIPS |
code |
1 |
Minimum Delay Moving Object Detection |
CVPR |
code |
1 |
Discovering Potential Correlations via Hypercontractivity |
NIPS |
code |
1 |
Collaborative Deep Learning in Fixed Topology Networks |
NIPS |
code |
1 |
SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos |
CVPR |
code |
1 |
Generative Local Metric Learning for Kernel Regression |
NIPS |
code |
1 |
Permutation-based Causal Inference Algorithms with Interventions |
NIPS |
code |
1 |
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees |
NIPS |
code |
1 |
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities |
NIPS |
code |
1 |
Model evidence from nonequilibrium simulations |
NIPS |
code |
1 |
Linearly constrained Gaussian processes |
NIPS |
code |
1 |
S3Pool: Pooling With Stochastic Spatial Sampling |
CVPR |
code |
1 |
Adaptive Batch Size for Safe Policy Gradients |
NIPS |
code |
1 |
Geodesic Distance Descriptors |
CVPR |
code |
1 |
Fitting Low-Rank Tensors in Constant Time |
NIPS |
code |
1 |
Deep Affordance-Grounded Sensorimotor Object Recognition |
CVPR |
code |
1 |
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems |
NIPS |
code |
1 |
Learning Object Interactions and Descriptions for Semantic Image Segmentation |
CVPR |
code |
1 |
On clustering network-valued data |
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 |
Unrolling the Shutter: CNN to Correct Motion Distortions |
CVPR |
code |
1 |
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection |
CVPR |
code |
1 |
Gated Feedback Refinement Network for Dense Image Labeling |
CVPR |
code |
1 |
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification |
NIPS |
code |
0 |
Weakly Supervised Dense Video Captioning |
CVPR |
code |
0 |
Designing Illuminant Spectral Power Distributions for Surface Classification |
CVPR |
code |
0 |
Deep Feature Interpolation for Image Content Changes |
CVPR |
code |
0 |
Unsupervised Learning of Depth and Ego-Motion From Video |
CVPR |
code |
0 |
Efficient Multiple Instance Metric Learning Using Weakly Supervised Data |
CVPR |
code |
0 |
Video Acceleration Magnification |
CVPR |
code |
0 |
Best Response Regression |
NIPS |
code |
0 |
Multiresolution Kernel Approximation for Gaussian Process Regression |
NIPS |
code |
0 |
A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening |
NIPS |
code |
0 |
A Universal Analysis of Large-Scale Regularized Least Squares Solutions |
NIPS |
code |
0 |
Deep Reinforcement Learning-Based Image Captioning With Embedding Reward |
CVPR |
code |
0 |
Adaptive Clustering through Semidefinite Programming |
NIPS |
code |
0 |
Consistent Robust Regression |
NIPS |
code |
0 |
Emotion Recognition in Context |
CVPR |
code |
0 |
Webly Supervised Semantic Segmentation |
CVPR |
code |
0 |
Cross-View Image Matching for Geo-Localization in Urban Environments |
CVPR |
code |
0 |
Learning Fully Convolutional Networks for Iterative Non-Blind Deconvolution |
CVPR |
code |
0 |
Scale-Aware Face Detection |
CVPR |
code |
0 |
Dynamic Time-Of-Flight |
CVPR |
code |
0 |
Variational Bayesian Multiple Instance Learning With Gaussian Processes |
CVPR |
code |
0 |
Relationship Proposal Networks |
CVPR |
code |
0 |
Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification |
CVPR |
code |
0 |
Weighted-Entropy-Based Quantization for Deep Neural Networks |
CVPR |
code |
0 |
Co-Occurrence Filter |
CVPR |
code |
0 |