| Unified Vision-Language Pre-Training for Image Captioning and VQA | Sep 24, 2019 | DecoderImage Captioning | CodeCode Available | 2 |
| Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation | Sep 24, 2019 | DecoderObject | CodeCode Available | 2 |
| Positive-Unlabeled Compression on the Cloud | Sep 21, 2019 | GPUKnowledge Distillation | CodeCode Available | 2 |
| Graduated Non-Convexity for Robust Spatial Perception: From Non-Minimal Solvers to Global Outlier Rejection | Sep 18, 2019 | Pose Estimation | CodeCode Available | 2 |
| Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism | Sep 17, 2019 | GPULAMBADA | CodeCode Available | 2 |
| Adversarial Attacks and Defenses in Images, Graphs and Text: A Review | Sep 17, 2019 | Adversarial Attack | CodeCode Available | 2 |
| Emergent Tool Use From Multi-Agent Autocurricula | Sep 17, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| DeepPrivacy: A Generative Adversarial Network for Face Anonymization | Sep 10, 2019 | Face AnonymizationGenerative Adversarial Network | CodeCode Available | 2 |
| rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch | Sep 3, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 2 |
| Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach | Aug 31, 2019 | ArticlesBenchmarking | CodeCode Available | 2 |
| PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification | Aug 30, 2019 | Paraphrase IdentificationSentence | CodeCode Available | 2 |
| Rényi Differential Privacy of the Sampled Gaussian Mechanism | Aug 28, 2019 | | CodeCode Available | 2 |
| Well-Read Students Learn Better: On the Importance of Pre-training Compact Models | Aug 23, 2019 | Knowledge DistillationLanguage Modelling | CodeCode Available | 2 |
| Asymmetric Non-local Neural Networks for Semantic Segmentation | Aug 21, 2019 | GPUSegmentation | CodeCode Available | 2 |
| PubLayNet: largest dataset ever for document layout analysis | Aug 16, 2019 | ArticlesDocument Layout Analysis | CodeCode Available | 2 |
| A Tour of Convolutional Networks Guided by Linear Interpreters | Aug 14, 2019 | Image-to-Image TranslationSuper-Resolution | CodeCode Available | 2 |
| Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy | Aug 9, 2019 | 3D Object Detectionobject-detection | CodeCode Available | 2 |
| Calibrating the Adaptive Learning Rate to Improve Convergence of ADAM | Aug 2, 2019 | | CodeCode Available | 2 |
| Interlaced Sparse Self-Attention for Semantic Segmentation | Jul 29, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Enforcing geometric constraints of virtual normal for depth prediction | Jul 29, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| Interpreting the Latent Space of GANs for Semantic Face Editing | Jul 25, 2019 | AttributeDisentanglement | CodeCode Available | 2 |
| SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation | Jul 25, 2019 | 3D Object RecognitionObject Recognition | CodeCode Available | 2 |
| Generative Modeling by Estimating Gradients of the Data Distribution | Jul 12, 2019 | Image GenerationImage Inpainting | CodeCode Available | 2 |
| The Indirect Convolution Algorithm | Jul 3, 2019 | | CodeCode Available | 2 |
| Interpretable Counterfactual Explanations Guided by Prototypes | Jul 3, 2019 | counterfactualDiagnostic | CodeCode Available | 2 |
| Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting | Jun 29, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows | Jun 28, 2019 | Point Cloud GenerationVariational Inference | CodeCode Available | 2 |
| A unified sparse optimization framework to learn parsimonious physics-informed models from data | Jun 25, 2019 | | CodeCode Available | 2 |
| Ekar: An Explainable Method for Knowledge Aware Recommendation | Jun 22, 2019 | Knowledge-Aware RecommendationKnowledge Graphs | CodeCode Available | 2 |
| A Strong Baseline and Batch Normalization Neck for Deep Person Re-identification | Jun 19, 2019 | Person Re-Identification | CodeCode Available | 2 |
| Fixing the train-test resolution discrepancy | Jun 14, 2019 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 2 |
| Stand-Alone Self-Attention in Vision Models | Jun 13, 2019 | object-detectionObject Detection | CodeCode Available | 2 |
| The Replica Dataset: A Digital Replica of Indoor Spaces | Jun 13, 2019 | 3D Scene ReconstructionInstruction Following | CodeCode Available | 2 |
| Synthetic QA Corpora Generation with Roundtrip Consistency | Jun 12, 2019 | Question AnsweringQuestion Generation | CodeCode Available | 2 |
| Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach | Jun 10, 2019 | BIG-bench Machine LearningTranslation | CodeCode Available | 2 |
| Global Context for Convolutional Pose Machines | Jun 10, 2019 | Pose EstimationSemantic Segmentation | CodeCode Available | 2 |
| Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels | Jun 5, 2019 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 2 |
| Co-Occurrent Features in Semantic Segmentation | Jun 1, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Deep Learning Recommendation Model for Personalization and Recommendation Systems | May 31, 2019 | Deep LearningRecommendation Systems | CodeCode Available | 2 |
| Leveraging Latent Features for Local Explanations | May 29, 2019 | General ClassificationOpen-Ended Question Answering | CodeCode Available | 2 |
| Interactive Differentiable Simulation | May 26, 2019 | Model Predictive Controlparameter estimation | CodeCode Available | 2 |
| FastSpeech: Fast, Robust and Controllable Text to Speech | May 22, 2019 | DecoderSpeech Synthesis | CodeCode Available | 2 |
| FastSpeech: Fast,Robustand Controllable Text-to-Speech | May 22, 2019 | Decodertext-to-speech | CodeCode Available | 2 |
| Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations | May 19, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Towards Automatically-Tuned Deep Neural Networks | May 18, 2019 | AutoMLBIG-bench Machine Learning | CodeCode Available | 2 |
| Behavior Sequence Transformer for E-commerce Recommendation in Alibaba | May 15, 2019 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 2 |
| AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss | May 14, 2019 | Style TransferVoice Conversion | CodeCode Available | 2 |
| Video Instance Segmentation | May 12, 2019 | Instance SegmentationSegmentation | CodeCode Available | 2 |
| MASS: Masked Sequence to Sequence Pre-training for Language Generation | May 7, 2019 | Conversational Response GenerationDecoder | CodeCode Available | 2 |
| GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond | Apr 25, 2019 | Instance SegmentationObject Detection | CodeCode Available | 2 |