| MTEB: Massive Text Embedding Benchmark | Oct 13, 2022 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| ReAct: Synergizing Reasoning and Acting in Language Models | Oct 6, 2022 | Decision MakingFact Verification | CodeCode Available | 4 |
| Discovering faster matrix multiplication algorithms with reinforcement learning | Oct 5, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 4 |
| Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements | Sep 30, 2022 | | CodeCode Available | 4 |
| Human Motion Diffusion Model | Sep 29, 2022 | 3D Generationmodel | CodeCode Available | 4 |
| EasyRec: An easy-to-use, extendable and efficient framework for building industrial recommendation systems | Sep 26, 2022 | feature selectionRecommendation Systems | CodeCode Available | 4 |
| Efficient Few-Shot Learning Without Prompts | Sep 22, 2022 | Few-Shot LearningFew-Shot Text Classification | CodeCode Available | 4 |
| GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images | Sep 22, 2022 | Diversity | CodeCode Available | 4 |
| VToonify: Controllable High-Resolution Portrait Video Style Transfer | Sep 22, 2022 | Face AlignmentStyle Transfer | CodeCode Available | 4 |
| Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe | Sep 12, 2022 | Autonomous Driving | CodeCode Available | 4 |
| FP8 Formats for Deep Learning | Sep 12, 2022 | Deep LearningQuantization | CodeCode Available | 4 |
| R^3LIVE++: A Robust, Real-time, Radiance reconstruction package with a tightly-coupled LiDAR-Inertial-Visual state Estimator | Sep 8, 2022 | Self-Driving CarsSimultaneous Localization and Mapping | CodeCode Available | 4 |
| Fengshenbang 1.0: Being the Foundation of Chinese Cognitive Intelligence | Sep 7, 2022 | | CodeCode Available | 4 |
| Diffusion Models: A Comprehensive Survey of Methods and Applications | Sep 2, 2022 | Image GenerationImage Super-Resolution | CodeCode Available | 4 |
| Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization | Aug 21, 2022 | Abstractive Text SummarizationDecoder | CodeCode Available | 4 |
| Blind Image Deblurring with Unknown Kernel Size and Substantial Noise | Aug 18, 2022 | Blind Image DeblurringDeblurring | CodeCode Available | 4 |
| TotalSegmentator: robust segmentation of 104 anatomical structures in CT images | Aug 11, 2022 | Segmentation | CodeCode Available | 4 |
| Towards No.1 in CLUE Semantic Matching Challenge: Pre-trained Language Model Erlangshen with Propensity-Corrected Loss | Aug 5, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Prompt-to-Prompt Image Editing with Cross Attention Control | Aug 2, 2022 | Image GenerationText-based Image Editing | CodeCode Available | 4 |
| Sequential Models in the Synthetic Data Vault | Jul 28, 2022 | Generative Adversarial Network | CodeCode Available | 4 |
| NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis | Jul 20, 2022 | Image OutpaintingText-to-Image Generation | CodeCode Available | 4 |
| Theseus: A Library for Differentiable Nonlinear Optimization | Jul 19, 2022 | GPU | CodeCode Available | 4 |
| Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers | Jul 14, 2022 | RetrievalText Retrieval | CodeCode Available | 4 |
| N-Grammer: Augmenting Transformers with latent n-grams | Jul 13, 2022 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 4 |
| SiamMask: A Framework for Fast Online Object Tracking and Segmentation | Jul 5, 2022 | Multiple Object TrackingObject | CodeCode Available | 4 |
| DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale | Jun 30, 2022 | CPUGPU | CodeCode Available | 4 |
| Spherical Channels for Modeling Atomic Interactions | Jun 29, 2022 | 10-shot image generationComputational chemistry | CodeCode Available | 4 |
| Pen and Paper Exercises in Machine Learning | Jun 27, 2022 | BIG-bench Machine Learning | CodeCode Available | 4 |
| Benchopt: Reproducible, efficient and collaborative optimization benchmarks | Jun 27, 2022 | Benchmarkingimage-classification | CodeCode Available | 4 |
| StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis | Jun 19, 2022 | Generative Adversarial NetworkImage Generation | CodeCode Available | 4 |
| MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge | Jun 17, 2022 | Atari GamesMinecraft | CodeCode Available | 4 |
| A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions | Jun 15, 2022 | ClusteringDeep Clustering | CodeCode Available | 4 |
| RecBole 2.0: Towards a More Up-to-Date Recommendation Library | Jun 15, 2022 | BenchmarkingData Augmentation | CodeCode Available | 4 |
| LET-3D-AP: Longitudinal Error Tolerant 3D Average Precision for Camera-Only 3D Detection | Jun 15, 2022 | Depth EstimationObject Detection | CodeCode Available | 4 |
| GLIPv2: Unifying Localization and Vision-Language Understanding | Jun 12, 2022 | 2D Object DetectionContrastive Learning | CodeCode Available | 4 |
| Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models | Jun 9, 2022 | Common Sense ReasoningMath | CodeCode Available | 4 |
| Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation | Jun 6, 2022 | Image SegmentationInstance Segmentation | CodeCode Available | 4 |
| Vision GNN: An Image is Worth Graph of Nodes | Jun 1, 2022 | Image ClassificationObject Detection | CodeCode Available | 4 |
| Elucidating the Design Space of Diffusion-Based Generative Models | Jun 1, 2022 | Image Generation | CodeCode Available | 4 |
| Compressible-composable NeRF via Rank-residual Decomposition | May 30, 2022 | NeRF | CodeCode Available | 4 |
| GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector | May 30, 2022 | Co-Salient Object DetectionObject | CodeCode Available | 4 |
| EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction | May 29, 2022 | Autonomous DrivingCPU | CodeCode Available | 4 |
| Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN | May 27, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 4 |
| OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving | May 27, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 4 |
| Are Transformers Effective for Time Series Forecasting? | May 26, 2022 | Anomaly DetectionRelation Extraction | CodeCode Available | 4 |
| BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation | May 26, 2022 | 3D Multi-Object Tracking3D Object Detection | CodeCode Available | 4 |
| Differential Privacy: What is all the noise about? | May 19, 2022 | AllFederated Learning | CodeCode Available | 4 |
| PLAID: An Efficient Engine for Late Interaction Retrieval | May 19, 2022 | CPUGPU | CodeCode Available | 4 |
| Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning | May 11, 2022 | Few-Shot Text ClassificationIn-Context Learning | CodeCode Available | 4 |
| Efficient Automated Deep Learning for Time Series Forecasting | May 11, 2022 | AutoMLBayesian Optimization | CodeCode Available | 4 |