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| Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory | Oct 31, 2023 | Deep Learning | CodeCode Available | 2 |
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| Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model | Mar 17, 2024 | Image RestorationZero-shot Generalization | CodeCode Available | 2 |
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| VMBench: A Benchmark for Perception-Aligned Video Motion Generation | Mar 13, 2025 | Motion GenerationVideo Generation | CodeCode Available | 2 |
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| DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement | Jun 18, 2025 | Graph GenerationHallucination | CodeCode Available | 2 |
| pyPESTO: A modular and scalable tool for parameter estimation for dynamic models | May 2, 2023 | parameter estimationUncertainty Quantification | CodeCode Available | 2 |
| PyTopo3D: A Python Framework for 3D SIMP-based Topology Optimization | Apr 8, 2025 | | CodeCode Available | 2 |
| AniCrafter: Customizing Realistic Human-Centric Animation via Avatar-Background Conditioning in Video Diffusion Models | May 26, 2025 | | CodeCode Available | 2 |
| Scaling Data Generation in Vision-and-Language Navigation | Jul 28, 2023 | Imitation LearningVision and Language Navigation | CodeCode Available | 2 |
| HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond | May 1, 2024 | BenchmarkingHigh-Level Synthesis | CodeCode Available | 2 |
| Geomstats: A Python Package for Riemannian Geometry in Machine Learning | Apr 7, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 2 |
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| FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model | Jun 25, 2024 | Federated Learning | CodeCode Available | 2 |
| Diffusion Posterior Sampling for General Noisy Inverse Problems | Sep 29, 2022 | DeblurringRetrieval | CodeCode Available | 2 |
| A vision-based autonomous UAV inspection framework for unknown tunnel construction sites with dynamic obstacles | Jan 20, 2023 | Navigate | CodeCode Available | 2 |
| Multitask Prompted Training Enables Zero-Shot Task Generalization | Oct 15, 2021 | BenchmarkingDecoder | CodeCode Available | 2 |
| An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning | Feb 23, 2024 | Arithmetic ReasoningAutomated Theorem Proving | CodeCode Available | 2 |
| Affordable Generative Agents | Feb 3, 2024 | | CodeCode Available | 2 |
| SynthSoM: A synthetic intelligent multi-modal sensing-communication dataset for Synesthesia of Machines (SoM) | Jan 13, 2025 | | CodeCode Available | 2 |
| MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding | Aug 20, 2024 | | CodeCode Available | 2 |
| Protein Large Language Models: A Comprehensive Survey | Feb 21, 2025 | ArticlesProtein Structure Prediction | CodeCode Available | 2 |
| Statewide Visual Geolocalization in the Wild | Sep 25, 2024 | | CodeCode Available | 2 |
| Continuous-Time vs. Discrete-Time Vision-based SLAM: A Comparative Study | Feb 17, 2022 | | CodeCode Available | 2 |
| SIU3R: Simultaneous Scene Understanding and 3D Reconstruction Beyond Feature Alignment | Jul 3, 2025 | 3D ReconstructionScene Understanding | CodeCode Available | 2 |
| Graph Prompt Learning: A Comprehensive Survey and Beyond | Nov 28, 2023 | Prompt LearningSurvey | CodeCode Available | 2 |
| G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning | May 19, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Position: What Can Large Language Models Tell Us about Time Series Analysis | Feb 5, 2024 | Decision MakingPosition | CodeCode Available | 2 |
| Cloud2BIM: An open-source automatic pipeline for efficient conversion of large-scale point clouds into IFC format | Mar 14, 2025 | | CodeCode Available | 2 |
| Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data | Dec 10, 2024 | Offline RLReinforcement Learning (RL) | CodeCode Available | 2 |
| Continuous Temporal Domain Generalization | May 25, 2024 | Domain Generalization | CodeCode Available | 2 |
| Map-Relative Pose Regression for Visual Re-Localization | Apr 15, 2024 | Novel View Synthesisregression | CodeCode Available | 2 |
| LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning | Jun 20, 2024 | Autonomous NavigationHeuristic Search | CodeCode Available | 2 |
| Aligning Language Models with Demonstrated Feedback | Jun 2, 2024 | ArticlesAvg | CodeCode Available | 2 |
| A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy | Jun 11, 2025 | | CodeCode Available | 2 |
| ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs | Apr 15, 2024 | Uncertainty QuantificationWeather Forecasting | CodeCode Available | 2 |
| Can AI Assistants Know What They Don't Know? | Jan 24, 2024 | MathOpen-Domain Question Answering | CodeCode Available | 2 |
| WildFusion: Individual Animal Identification with Calibrated Similarity Fusion | Aug 23, 2024 | | CodeCode Available | 2 |
| X-Avatar: Expressive Human Avatars | Mar 8, 2023 | 3D Human Reconstruction | CodeCode Available | 2 |
| SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models | May 23, 2024 | Natural Language UnderstandingQuantization | CodeCode Available | 2 |
| An L-BFGS-B approach for linear and nonlinear system identification under _1 and group-Lasso regularization | Mar 6, 2024 | State Space Modelssubspace methods | CodeCode Available | 2 |
| Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey | May 1, 2024 | Quantization | CodeCode Available | 2 |