| USB: A Unified Semi-supervised Learning Benchmark for Classification | Aug 12, 2022 | General ClassificationGPU | CodeCode Available | 3 |
| Investigating Efficiently Extending Transformers for Long Input Summarization | Aug 8, 2022 | 16kLong-range modeling | CodeCode Available | 3 |
| Expanding Language-Image Pretrained Models for General Video Recognition | Aug 4, 2022 | Action ClassificationAction Recognition | CodeCode Available | 3 |
| PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis | Aug 2, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 3 |
| Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization | Jul 27, 2022 | Hyperparameter OptimizationTransfer Learning | CodeCode Available | 3 |
| Learning Bipedal Walking On Planned Footsteps For Humanoid Robots | Jul 26, 2022 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 3 |
| MAPIE: an open-source library for distribution-free uncertainty quantification | Jul 25, 2022 | Conformal PredictionMulti-class Classification | CodeCode Available | 3 |
| Vision Transformers: From Semantic Segmentation to Dense Prediction | Jul 19, 2022 | image-classificationImage Classification | CodeCode Available | 3 |
| Accurate clinical and biomedical Named entity recognition at scale | Jul 19, 2022 | Clinical Concept ExtractionDe-identification | CodeCode Available | 3 |
| e3nn: Euclidean Neural Networks | Jul 18, 2022 | | CodeCode Available | 3 |
| Greykite: Deploying Flexible Forecasting at Scale at LinkedIn | Jul 15, 2022 | Anomaly DetectionTime Series | CodeCode Available | 3 |
| XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model | Jul 14, 2022 | 2D Human Pose Estimation2D Object Detection | CodeCode Available | 3 |
| ProDiff: Progressive Fast Diffusion Model For High-Quality Text-to-Speech | Jul 13, 2022 | DenoisingGPU | CodeCode Available | 3 |
| TF-GNN: Graph Neural Networks in TensorFlow | Jul 7, 2022 | Graph LearningGraph Sampling | CodeCode Available | 3 |
| Zero-shot Entity Linking with Less Data | Jul 1, 2022 | Entity LinkingMulti-Task Learning | CodeCode Available | 3 |
| Proteus: A Self-Designing Range Filter | Jun 30, 2022 | | CodeCode Available | 3 |
| BoT-SORT: Robust Associations Multi-Pedestrian Tracking | Jun 29, 2022 | Multi-Object TrackingObject | CodeCode Available | 3 |
| Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos | Jun 23, 2022 | Imitation LearningMinecraft | CodeCode Available | 3 |
| ADBench: Anomaly Detection Benchmark | Jun 19, 2022 | Anomaly DetectionOutlier Detection | CodeCode Available | 3 |
| Plotly-Resampler: Effective Visual Analytics for Large Time Series | Jun 17, 2022 | Data VisualizationTime Series | CodeCode Available | 3 |
| MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields | Jun 15, 2022 | Computational chemistry | CodeCode Available | 3 |
| BigVGAN: A Universal Neural Vocoder with Large-Scale Training | Jun 9, 2022 | Audio GenerationAudio Synthesis | CodeCode Available | 3 |
| PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies | Jun 9, 2022 | 3D Classification3D Part Segmentation | CodeCode Available | 3 |
| DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning | Jun 7, 2022 | AutoMLBIG-bench Machine Learning | CodeCode Available | 3 |
| Separable Self-attention for Mobile Vision Transformers | Jun 6, 2022 | Image ClassificationObject Detection | CodeCode Available | 3 |
| Robust deep learning based protein sequence design using ProteinMPNN | Jun 4, 2022 | Deep LearningDrug Discovery | CodeCode Available | 3 |
| A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications | Jun 2, 2022 | Action RecognitionSports Analytics | CodeCode Available | 3 |
| PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images | Jun 2, 2022 | 3D Lane Detection3D Object Detection | CodeCode Available | 3 |
| DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps | Jun 2, 2022 | | CodeCode Available | 3 |
| EfficientFormer: Vision Transformers at MobileNet Speed | Jun 2, 2022 | | CodeCode Available | 3 |
| TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving | May 31, 2022 | Autonomous DrivingCARLA longest6 | CodeCode Available | 3 |
| Diffusion-LM Improves Controllable Text Generation | May 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| MyoSuite -- A contact-rich simulation suite for musculoskeletal motor control | May 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 3 |
| Time-series Transformer Generative Adversarial Networks | May 23, 2022 | Question AnsweringTime Series | CodeCode Available | 3 |
| Planning with Diffusion for Flexible Behavior Synthesis | May 20, 2022 | Decision MakingDenoising | CodeCode Available | 3 |
| The Prusti project: Formal verification for Rust | May 20, 2022 | | CodeCode Available | 3 |
| Robust and Efficient Medical Imaging with Self-Supervision | May 19, 2022 | DiagnosticRepresentation Learning | CodeCode Available | 3 |
| AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars | May 17, 2022 | 3D geometryLanguage Modelling | CodeCode Available | 3 |
| Vision Transformer Adapter for Dense Predictions | May 17, 2022 | Instance SegmentationObject Detection | CodeCode Available | 3 |
| FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning | May 15, 2022 | FairnessSemi-Supervised Image Classification | CodeCode Available | 3 |
| Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning | May 13, 2022 | Knowledge GraphsRelation | CodeCode Available | 3 |
| Real-Time Packet Loss Concealment With Mixed Generative and Predictive Model | May 11, 2022 | Packet Loss ConcealmentSpeech Enhancement | CodeCode Available | 3 |
| Activating More Pixels in Image Super-Resolution Transformer | May 9, 2022 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 3 |
| All You May Need for VQA are Image Captions | May 4, 2022 | AllImage Captioning | CodeCode Available | 3 |
| ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters | May 4, 2022 | GPUImitation Learning | CodeCode Available | 3 |
| Model-Free Opponent Shaping | May 3, 2022 | model | CodeCode Available | 3 |
| Fast Sampling of Diffusion Models with Exponential Integrator | Apr 29, 2022 | GPU | CodeCode Available | 3 |
| ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation | Apr 26, 2022 | 2D Human Pose EstimationKeypoint Detection | CodeCode Available | 3 |
| StyleGAN-Human: A Data-Centric Odyssey of Human Generation | Apr 25, 2022 | Image Generation | CodeCode Available | 3 |
| TorchSparse: Efficient Point Cloud Inference Engine | Apr 21, 2022 | Autonomous Driving | CodeCode Available | 3 |