| robosuite: A Modular Simulation Framework and Benchmark for Robot Learning | Sep 25, 2020 | Gesture GenerationMuJoCo | CodeCode Available | 2 |
| Torchattacks: A PyTorch Repository for Adversarial Attacks | Sep 24, 2020 | Deep Learning | CodeCode Available | 2 |
| PodSumm -- Podcast Audio Summarization | Sep 22, 2020 | Data AugmentationSpecificity | CodeCode Available | 2 |
| PP-OCR: A Practical Ultra Lightweight OCR System | Sep 21, 2020 | Computational EfficiencyOptical Character Recognition | CodeCode Available | 2 |
| Towards Fast, Accurate and Stable 3D Dense Face Alignment | Sep 21, 2020 | 3D Face Modelling3D Face Reconstruction | CodeCode Available | 2 |
| TODS: An Automated Time Series Outlier Detection System | Sep 18, 2020 | Outlier DetectionTime Series | CodeCode Available | 2 |
| FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding | Sep 17, 2020 | Few-Shot Learning | CodeCode Available | 2 |
| TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks | Sep 16, 2020 | Anomaly DetectionBenchmarking | CodeCode Available | 2 |
| It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners | Sep 15, 2020 | Natural Language Understanding | CodeCode Available | 2 |
| BOP Challenge 2020 on 6D Object Localization | Sep 15, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 2 |
| AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results | Sep 15, 2020 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 2 |
| Decoupling Representation Learning from Reinforcement Learning | Sep 14, 2020 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 2 |
| VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition | Sep 9, 2020 | CPUspeech-recognition | CodeCode Available | 2 |
| Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples | Sep 9, 2020 | Adversarial TextBenchmarking | CodeCode Available | 2 |
| Measuring Massive Multitask Language Understanding | Sep 7, 2020 | Elementary MathematicsMulti-task Language Understanding | CodeCode Available | 2 |
| Scaling up Differentially Private Deep Learning with Fast Per-Example Gradient Clipping | Sep 7, 2020 | GPU | CodeCode Available | 2 |
| Flow-edge Guided Video Completion | Sep 3, 2020 | Video Inpainting | CodeCode Available | 2 |
| DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoV | Sep 3, 2020 | Edge-computingManagement | CodeCode Available | 2 |
| A Practical Chinese Dependency Parser Based on A Large-scale Dataset | Sep 2, 2020 | Dependency Parsing | CodeCode Available | 2 |
| Flightmare: A Flexible Quadrotor Simulator | Sep 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Learning explanations that are hard to vary | Sep 1, 2020 | Memorization | CodeCode Available | 2 |
| Monocular, One-stage, Regression of Multiple 3D People | Aug 27, 2020 | 3D Depth Estimation3D Human Pose Estimation | CodeCode Available | 2 |
| Delving into Inter-Image Invariance for Unsupervised Visual Representations | Aug 26, 2020 | Contrastive LearningPseudo Label | CodeCode Available | 2 |
| OpenBot: Turning Smartphones into Robots | Aug 24, 2020 | Autonomous Navigation | CodeCode Available | 2 |
| Abstractive Summarization of Spoken andWritten Instructions with BERT | Aug 21, 2020 | Abstractive Text SummarizationArticles | CodeCode Available | 2 |
| FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration | Aug 19, 2020 | 3D Hand Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| Top2Vec: Distributed Representations of Topics | Aug 19, 2020 | LemmatizationSemantic Similarity | CodeCode Available | 2 |
| Motion Capture from Internet Videos | Aug 18, 2020 | Pose Estimation | CodeCode Available | 2 |
| Neural Ray Surfaces for Self-Supervised Learning of Depth and Ego-motion | Aug 15, 2020 | Depth EstimationMotion Estimation | CodeCode Available | 2 |
| Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D | Aug 13, 2020 | Autonomous VehiclesBird's-Eye View Semantic Segmentation | CodeCode Available | 2 |
| The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models | Aug 12, 2020 | counterfactualSentiment Analysis | CodeCode Available | 2 |
| A Large-Scale Chinese Short-Text Conversation Dataset | Aug 10, 2020 | Dialogue GenerationShort-Text Conversation | CodeCode Available | 2 |
| Improving Opus Low Bit Rate Quality with Neural Speech Synthesis | Aug 10, 2020 | DecoderSpeech Synthesis | CodeCode Available | 2 |
| StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows | Aug 6, 2020 | Attribute | CodeCode Available | 2 |
| DeText: A Deep Text Ranking Framework with BERT | Aug 6, 2020 | | CodeCode Available | 2 |
| NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections | Aug 5, 2020 | NeRF | CodeCode Available | 2 |
| Aligning AI With Shared Human Values | Aug 5, 2020 | Ethicsreinforcement-learning | CodeCode Available | 2 |
| Generalized Word Shift Graphs: A Method for Visualizing and Explaining Pairwise Comparisons Between Texts | Aug 5, 2020 | Diagnostic | CodeCode Available | 2 |
| Guided Saliency Feature Learning for Person Re-identification in Crowded Scenes | Aug 1, 2020 | Person Re-Identification | CodeCode Available | 2 |
| Contrastive Learning for Unpaired Image-to-Image Translation | Aug 1, 2020 | Contrastive LearningImage Generation | CodeCode Available | 2 |
| Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution | Jul 31, 2020 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 2 |
| On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice | Jul 30, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 2 |
| Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity | Jul 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings | Jul 28, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 2 |
| Attacking and Defending Machine Learning Applications of Public Cloud | Jul 27, 2020 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 2 |
| FedML: A Research Library and Benchmark for Federated Machine Learning | Jul 27, 2020 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 2 |
| Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation | Jul 27, 2020 | Face GenerationTransfer Learning | CodeCode Available | 2 |
| MLJ: A Julia package for composable machine learning | Jul 23, 2020 | BIG-bench Machine Learning | CodeCode Available | 2 |
| DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation | Jul 22, 2020 | Representation LearningVector Graphics | CodeCode Available | 2 |
| TinyTL: Reduce Activations, Not Trainable Parameters for Efficient On-Device Learning | Jul 22, 2020 | Transfer Learning | CodeCode Available | 2 |