| Impact of architecture on robustness and interpretability of multispectral deep neural networks | Sep 21, 2023 | Deep Learning | CodeCode Available | 3 |
| Are Language Models Actually Useful for Time Series Forecasting? | Jun 22, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 3 |
| PDEBENCH: An Extensive Benchmark for Scientific Machine Learning | Oct 13, 2022 | | CodeCode Available | 3 |
| Activating More Pixels in Image Super-Resolution Transformer | May 9, 2022 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 3 |
| The First Competition on Resource-Limited Infrared Small Target Detection Challenge: Methods and Results | Aug 18, 2024 | | CodeCode Available | 3 |
| ELIZA Reanimated: The world's first chatbot restored on the world's first time sharing system | Jan 12, 2025 | Chatbot | CodeCode Available | 3 |
| The Manga Whisperer: Automatically Generating Transcriptions for Comics | Jan 18, 2024 | | CodeCode Available | 3 |
| Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis | Jun 10, 2024 | 2k3DGS | CodeCode Available | 3 |
| Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives | Nov 30, 2024 | 3D Scene ReconstructionNeRF | CodeCode Available | 3 |
| Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation | Jun 13, 2024 | Multi-agent Reinforcement Learning | CodeCode Available | 3 |
| Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities | Nov 17, 2021 | regression | CodeCode Available | 3 |
| Channel Permutations for N:M Sparsity | Dec 1, 2021 | | CodeCode Available | 3 |
| PP-MSVSR: Multi-Stage Video Super-Resolution | Dec 6, 2021 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 3 |
| QOC: Quantum On-Chip Training with Parameter Shift and Gradient Pruning | Feb 26, 2022 | image-classificationImage Classification | CodeCode Available | 3 |
| Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer | Mar 24, 2022 | Style TransferTransfer Learning | CodeCode Available | 3 |
| Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation | Mar 29, 2022 | Contrastive LearningSegmentation | CodeCode Available | 3 |
| WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia | May 23, 2023 | ChatbotHallucination | CodeCode Available | 3 |
| Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond | Mar 21, 2024 | Anomaly DetectionDeep Learning | CodeCode Available | 3 |
| DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning | Jun 7, 2022 | AutoMLBIG-bench Machine Learning | CodeCode Available | 3 |
| Plotly-Resampler: Effective Visual Analytics for Large Time Series | Jun 17, 2022 | Data VisualizationTime Series | CodeCode Available | 3 |
| MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making | Apr 22, 2024 | Decision MakingMedical Diagnosis | CodeCode Available | 3 |
| The Common Core Ontologies | Apr 27, 2024 | | CodeCode Available | 3 |
| PARTNR: A Benchmark for Planning and Reasoning in Embodied Multi-agent Tasks | Oct 31, 2024 | | CodeCode Available | 3 |
| PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models | Dec 5, 2024 | Earth Observation | CodeCode Available | 3 |
| RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents | Jul 3, 2025 | Emotional Intelligencereinforcement-learning | CodeCode Available | 3 |
| SEED-Bench: Benchmarking Multimodal Large Language Models | Jan 1, 2024 | BenchmarkingImage Generation | CodeCode Available | 3 |
| Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs | Jun 26, 2024 | Arithmetic ReasoningGSM8K | CodeCode Available | 3 |
| Reasoning with Language Model Prompting: A Survey | Dec 19, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 3 |
| How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model | Apr 15, 2024 | DecoderImage Segmentation | CodeCode Available | 3 |
| Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning | Feb 26, 2024 | GPUMinecraft | CodeCode Available | 3 |
| ThoughtSource: A central hub for large language model reasoning data | Jan 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion | Feb 23, 2023 | 3D geometry3D Semantic Scene Completion | CodeCode Available | 3 |
| Foundation Models for Music: A Survey | Aug 26, 2024 | In-Context LearningRepresentation Learning | CodeCode Available | 3 |
| Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms | Jan 22, 2024 | Evolutionary Algorithmsreinforcement-learning | CodeCode Available | 3 |
| GaussianTalker: Real-Time High-Fidelity Talking Head Synthesis with Audio-Driven 3D Gaussian Splatting | Apr 24, 2024 | 3DGSAttribute | CodeCode Available | 3 |
| Visual Causal Scene Refinement for Video Question Answering | May 7, 2023 | Contrastive LearningQuestion Answering | CodeCode Available | 3 |
| TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting | Mar 14, 2024 | Computational EfficiencyMamba | CodeCode Available | 3 |
| Caravan MultiMet: Extending Caravan with Multiple Weather Nowcasts and Forecasts | Nov 14, 2024 | Benchmarking | CodeCode Available | 3 |
| Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models | Nov 11, 2023 | Image CaptioningMMR total | CodeCode Available | 3 |
| Conceptual Framework for Autonomous Cognitive Entities | Oct 3, 2023 | | CodeCode Available | 3 |
| NoMaD: Goal Masked Diffusion Policies for Navigation and Exploration | Oct 11, 2023 | | CodeCode Available | 3 |
| One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization | Jun 29, 2023 | 3D ReconstructionImage to 3D | CodeCode Available | 3 |
| Sequential Modeling Enables Scalable Learning for Large Vision Models | Dec 1, 2023 | Diversity | CodeCode Available | 3 |
| UniGS: Unified Representation for Image Generation and Segmentation | Dec 4, 2023 | Image GenerationSegmentation | CodeCode Available | 3 |
| Physical Symbolic Optimization | Dec 6, 2023 | regressionreinforcement-learning | CodeCode Available | 3 |
| XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library | Dec 25, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 3 |
| Universal Time-Series Representation Learning: A Survey | Jan 8, 2024 | Feature EngineeringRepresentation Learning | CodeCode Available | 3 |
| Small LLMs Are Weak Tool Learners: A Multi-LLM Agent | Jan 14, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 |
| Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment | Jan 23, 2024 | AllInstruction Following | CodeCode Available | 3 |
| Marabou 2.0: A Versatile Formal Analyzer of Neural Networks | Jan 25, 2024 | | CodeCode Available | 3 |
