| Chain of Hindsight Aligns Language Models with Feedback | Feb 6, 2023 | | CodeCode Available | 2 |
| MixFormer: End-to-End Tracking with Iterative Mixed Attention | Feb 6, 2023 | Object TrackingVisual Object Tracking | CodeCode Available | 2 |
| Efficient Online Reinforcement Learning with Offline Data | Feb 6, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 2 |
| Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning | Feb 6, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 2 |
| Mixture of Diffusers for scene composition and high resolution image generation | Feb 5, 2023 | Image GenerationVocal Bursts Intensity Prediction | CodeCode Available | 2 |
| SE(3) diffusion model with application to protein backbone generation | Feb 5, 2023 | Protein Structure Prediction | CodeCode Available | 2 |
| A Survey on Deep Learning based Time Series Analysis with Frequency Transformation | Feb 4, 2023 | Deep LearningTime Series | CodeCode Available | 2 |
| REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers | Feb 4, 2023 | Synthetic Data Generation | CodeCode Available | 2 |
| MOSE: A New Dataset for Video Object Segmentation in Complex Scenes | Feb 3, 2023 | ObjectSegmentation | CodeCode Available | 2 |
| PyGlove: Efficiently Exchanging ML Ideas as Code | Feb 3, 2023 | | CodeCode Available | 2 |
| TEXTure: Text-Guided Texturing of 3D Shapes | Feb 3, 2023 | Image Generationtext-guided-generation | CodeCode Available | 2 |
| vMAP: Vectorised Object Mapping for Neural Field SLAM | Feb 3, 2023 | Object | CodeCode Available | 2 |
| Structure-informed Language Models Are Protein Designers | Feb 3, 2023 | | CodeCode Available | 2 |
| Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents | Feb 3, 2023 | MinecraftTask Planning | CodeCode Available | 2 |
| Curriculum Learning for ab initio Deep Learned Refractive Optics | Feb 2, 2023 | | CodeCode Available | 2 |
| RobustNeRF: Ignoring Distractors with Robust Losses | Feb 2, 2023 | NeRF | CodeCode Available | 2 |
| Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting | Feb 2, 2023 | DecoderMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Accelerating Large Language Model Decoding with Speculative Sampling | Feb 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Factor Fields: A Unified Framework for Neural Fields and Beyond | Feb 2, 2023 | NeRFregression | CodeCode Available | 2 |
| SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections | Feb 2, 2023 | Scene Generation | CodeCode Available | 2 |
| Convolutional Neural Operators for robust and accurate learning of PDEs | Feb 2, 2023 | Operator learningPDE Surrogate Modeling | CodeCode Available | 2 |
| ADAPT: Action-aware Driving Caption Transformer | Feb 1, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| BackdoorBox: A Python Toolbox for Backdoor Learning | Feb 1, 2023 | | CodeCode Available | 2 |
| Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning | Feb 1, 2023 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects | Jan 31, 2023 | Segmentation | CodeCode Available | 2 |
| LogAI: A Library for Log Analytics and Intelligence | Jan 31, 2023 | Anomaly DetectionLog Parsing | CodeCode Available | 2 |
| In-Context Retrieval-Augmented Language Models | Jan 31, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Grounding Language Models to Images for Multimodal Inputs and Outputs | Jan 31, 2023 | Image RetrievalIn-Context Learning | CodeCode Available | 2 |
| Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models | Jan 31, 2023 | Generative Semantic Nursing | CodeCode Available | 2 |
| SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual Recognition | Jan 30, 2023 | Feature Upsamplingimage-classification | CodeCode Available | 2 |
| GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis | Jan 30, 2023 | Image GenerationScene Understanding | CodeCode Available | 2 |
| Specializing Smaller Language Models towards Multi-Step Reasoning | Jan 30, 2023 | MathModel Selection | CodeCode Available | 2 |
| Streaming Anomaly Detection | Jan 30, 2023 | Anomaly DetectionDenoising | CodeCode Available | 2 |
| Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models | Jan 30, 2023 | Audio GenerationText-to-Video Generation | CodeCode Available | 2 |
| Audio-Visual Segmentation with Semantics | Jan 30, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| PhyCV: The First Physics-inspired Computer Vision Library | Jan 29, 2023 | Edge-computing | CodeCode Available | 2 |
| Fast-BEV: A Fast and Strong Bird's-Eye View Perception Baseline | Jan 29, 2023 | Data AugmentationLightweight Deployment | CodeCode Available | 2 |
| SEGA: Instructing Text-to-Image Models using Semantic Guidance | Jan 28, 2023 | | CodeCode Available | 2 |
| MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization | Jan 28, 2023 | HallucinationMultiple-choice | CodeCode Available | 2 |
| Cross-domain Neural Pitch and Periodicity Estimation | Jan 28, 2023 | CPUGPU | CodeCode Available | 2 |
| Image Restoration with Mean-Reverting Stochastic Differential Equations | Jan 27, 2023 | DeblurringDenoising | CodeCode Available | 2 |
| Simple diffusion: End-to-end diffusion for high resolution images | Jan 26, 2023 | Conditional Image GenerationDenoising | CodeCode Available | 2 |
| 3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models | Jan 26, 2023 | 3D Shape RepresentationPoint Cloud Completion | CodeCode Available | 2 |
| normflows: A PyTorch Package for Normalizing Flows | Jan 26, 2023 | Image GenerationVariational Inference | CodeCode Available | 2 |
| DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature | Jan 26, 2023 | ArticlesLanguage Modelling | CodeCode Available | 2 |
| Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data | Jan 25, 2023 | Causal DiscoveryCausal Inference | CodeCode Available | 2 |
| Editing Language Model-based Knowledge Graph Embeddings | Jan 25, 2023 | EDIT Taskknowledge editing | CodeCode Available | 2 |
| K-Planes: Explicit Radiance Fields in Space, Time, and Appearance | Jan 24, 2023 | DecoderNovel View Synthesis | CodeCode Available | 2 |
| Image Super-Resolution using Efficient Striped Window Transformer | Jan 24, 2023 | Image Super-Resolution | CodeCode Available | 2 |
| ClimaX: A foundation model for weather and climate | Jan 24, 2023 | modelSelf-Supervised Learning | CodeCode Available | 2 |