| Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation | Mar 17, 2020 | image-classificationImage Classification | CodeCode Available | 2 |
| PyMatting: A Python Library for Alpha Matting | Mar 25, 2020 | Image Matting | CodeCode Available | 2 |
| ARAGOG: Advanced RAG Output Grading | Apr 1, 2024 | Document EmbeddingLanguage Modeling | CodeCode Available | 2 |
| Learning to See Through Obstructions | Apr 2, 2020 | Optical Flow EstimationReflection Removal | CodeCode Available | 2 |
| Learning Convex Optimization Models | Jun 7, 2020 | regression | CodeCode Available | 2 |
| Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks | Apr 13, 2020 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 2 |
| AdapterFusion: Non-Destructive Task Composition for Transfer Learning | May 1, 2020 | Language ModellingMulti-Task Learning | CodeCode Available | 2 |
| Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning | May 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses | May 13, 2020 | | CodeCode Available | 2 |
| Transformers as Policies for Variable Action Environments | Jan 9, 2023 | | CodeCode Available | 2 |
| Simulation-Based Inference for Global Health Decisions | May 14, 2020 | Bayesian InferenceEpidemiology | CodeCode Available | 2 |
| Implementation of UAV Coordination Based on a Hierarchical Multi-UAV Simulation Platform | May 3, 2020 | | CodeCode Available | 2 |
| Practical Continual Forgetting for Pre-trained Vision Models | Jan 16, 2025 | Continual ForgettingFace Recognition | CodeCode Available | 2 |
| TabDPT: Scaling Tabular Foundation Models | Oct 23, 2024 | In-Context LearningSelf-Supervised Learning | CodeCode Available | 2 |
| ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency | Nov 29, 2022 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| Learning to Compose Dynamic Tree Structures for Visual Contexts | Dec 5, 2018 | Graph GenerationPanoptic Scene Graph Generation | CodeCode Available | 2 |
| Generative Sparse Detection Networks for 3D Single-shot Object Detection | Jun 22, 2020 | 3D Object DetectionDecoder | CodeCode Available | 2 |
| HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models | Sep 24, 2024 | Long-Context UnderstandingText Generation | CodeCode Available | 2 |
| Generative causal testing to bridge data-driven models and scientific theories in language neuroscience | Oct 1, 2024 | | CodeCode Available | 2 |
| Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation | Jul 27, 2020 | Face GenerationTransfer Learning | CodeCode Available | 2 |
| Simplifying Object Segmentation with PixelLib Library | Jan 20, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 2 |
| Boundary-Aware Segmentation Network for Mobile and Web Applications | Jan 12, 2021 | Camouflaged Object SegmentationDecoder | CodeCode Available | 2 |
| Poisoning Attacks against Recommender Systems: A Survey | Jan 3, 2024 | Recommendation SystemsSurvey | CodeCode Available | 2 |
| A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity | Jan 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations | Oct 3, 2024 | Zero Shot Segmentation | CodeCode Available | 2 |
| MBRL-Lib: A Modular Library for Model-based Reinforcement Learning | Apr 20, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| VideoRAG: Retrieval-Augmented Generation over Video Corpus | Jan 10, 2025 | RAGResponse Generation | CodeCode Available | 2 |
| Fast Transformers with Clustered Attention | Jul 9, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| Language Model Cascades | Jul 21, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 2 |
| TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning | Jun 16, 2025 | Reinforcement Learning (RL)Time Series | CodeCode Available | 2 |
| Non-Metric Space Library Manual | Aug 22, 2015 | | 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 |
| FedML: A Research Library and Benchmark for Federated Machine Learning | Jul 27, 2020 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 2 |
| LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning | Jun 13, 2022 | Transfer LearningVisual Question Answering (VQA) | CodeCode Available | 2 |
| The Open Catalyst 2020 (OC20) Dataset and Community Challenges | Oct 20, 2020 | 3D Pose EstimationGraph Neural Network | CodeCode Available | 2 |
| GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration | Apr 23, 2024 | Collaborative InferenceIn-Context Learning | CodeCode Available | 2 |
| M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation | Nov 15, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| DeText: A Deep Text Ranking Framework with BERT | Aug 6, 2020 | | CodeCode Available | 2 |
| Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency | Nov 25, 2024 | QuantizationVideo Restoration | CodeCode Available | 2 |
| SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training? | Feb 2, 2024 | | CodeCode Available | 2 |
| Clearer Frames, Anytime: Resolving Velocity Ambiguity in Video Frame Interpolation | Nov 14, 2023 | ObjectVideo Editing | CodeCode Available | 2 |
| Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning | Jul 15, 2024 | In-Context Learning | CodeCode Available | 2 |
| DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment | Jul 3, 2025 | cross-modal alignmentInstruction Following | CodeCode Available | 2 |
| A Change Detection Reality Check | Feb 10, 2024 | Change Detection | CodeCode Available | 2 |
| Top2Vec: Distributed Representations of Topics | Aug 19, 2020 | LemmatizationSemantic Similarity | CodeCode Available | 2 |
| OpenBot: Turning Smartphones into Robots | Aug 24, 2020 | Autonomous Navigation | CodeCode Available | 2 |
| Delving into Inter-Image Invariance for Unsupervised Visual Representations | Aug 26, 2020 | Contrastive LearningPseudo Label | CodeCode Available | 2 |
| Flightmare: A Flexible Quadrotor Simulator | Sep 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards | Oct 17, 2024 | RAGRetrieval | CodeCode Available | 2 |