| Deep Time Series Models: A Comprehensive Survey and Benchmark | Jul 18, 2024 | SurveyTime Series | CodeCode Available | 11 |
| When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models | May 16, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 7 |
| Foundation Models for Time Series Analysis: A Tutorial and Survey | Mar 21, 2024 | SurveyTime Series | CodeCode Available | 7 |
| The Prompt Report: A Systematic Survey of Prompting Techniques | Jun 6, 2024 | Prompt EngineeringSurvey | CodeCode Available | 7 |
| A Survey of Large Language Models | Mar 31, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 6 |
| Retrieval-Augmented Generation for AI-Generated Content: A Survey | Feb 29, 2024 | Information RetrievalLarge Language Model | CodeCode Available | 5 |
| Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey | Aug 19, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 5 |
| Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI | Jul 9, 2024 | Survey | CodeCode Available | 5 |
| Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG | Jan 15, 2025 | Natural Language UnderstandingRAG | CodeCode Available | 5 |
| The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey | Feb 14, 2025 | Autonomous DrivingSurvey | CodeCode Available | 5 |
| Fake News Detection: It's All in the Data! | Jul 2, 2024 | AllDiversity | CodeCode Available | 5 |
| Segment Anything for Videos: A Systematic Survey | Jul 31, 2024 | Image SegmentationRobot Manipulation Generalization | CodeCode Available | 5 |
| Datasets for Large Language Models: A Comprehensive Survey | Feb 28, 2024 | Language ModellingLarge Language Model | CodeCode Available | 5 |
| Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities | May 5, 2025 | Image GenerationSurvey | CodeCode Available | 5 |
| A Survey on Knowledge Distillation of Large Language Models | Feb 20, 2024 | Data AugmentationKnowledge Distillation | CodeCode Available | 5 |
| Trajectory Prediction Meets Large Language Models: A Survey | Jun 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| Neural Fields in Robotics: A Survey | Oct 26, 2024 | 3D ReconstructionAutonomous Driving | CodeCode Available | 5 |
| A Survey on Visual Mamba | Apr 24, 2024 | Image RegistrationImage Restoration | CodeCode Available | 4 |
| Retrieval-Augmented Generation for Large Language Models: A Survey | Dec 18, 2023 | HallucinationRAG | CodeCode Available | 4 |
| Structured Pruning for Deep Convolutional Neural Networks: A survey | Mar 1, 2023 | Network PruningNeural Architecture Search | CodeCode Available | 4 |
| Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey | Mar 16, 2025 | Autonomous Drivingmultimodal generation | CodeCode Available | 4 |
| LLMs Meet Multimodal Generation and Editing: A Survey | May 29, 2024 | multimodal generationSurvey | CodeCode Available | 4 |
| Autoregressive Models in Vision: A Survey | Nov 8, 2024 | 3D GenerationImage Generation | CodeCode Available | 4 |
| A Survey on Vision-Language-Action Models for Autonomous Driving | Jun 30, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 4 |
| A Survey on Video Diffusion Models | Oct 16, 2023 | Image GenerationSurvey | CodeCode Available | 4 |
| A Survey on Vision-Language-Action Models for Embodied AI | May 23, 2024 | Image CaptioningInstruction Following | CodeCode Available | 4 |
| Visual Mamba: A Survey and New Outlooks | Apr 29, 2024 | MambaSurvey | CodeCode Available | 4 |
| LLM Inference Unveiled: Survey and Roofline Model Insights | Feb 26, 2024 | Knowledge DistillationLanguage Modelling | CodeCode Available | 4 |
| SurveyX: Academic Survey Automation via Large Language Models | Feb 20, 2025 | Survey | CodeCode Available | 4 |
| A Survey of LLM DATA | May 24, 2025 | Large Language ModelManagement | CodeCode Available | 4 |
| Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond | May 6, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 4 |
| Diffusion Models in Low-Level Vision: A Survey | Jun 17, 2024 | DenoisingSurvey | CodeCode Available | 4 |
| Large Language Model-Based Agents for Software Engineering: A Survey | Sep 4, 2024 | AI AgentLanguage Modeling | CodeCode Available | 4 |
| A Survey on Large Language Model-Based Game Agents | Apr 2, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 4 |
| A Comprehensive Survey on 3D Content Generation | Feb 2, 2024 | Survey | CodeCode Available | 4 |
| Diffusion Models for Medical Image Analysis: A Comprehensive Survey | Nov 14, 2022 | DenoisingMedical Image Analysis | CodeCode Available | 4 |
| Large Language Models for Data Annotation and Synthesis: A Survey | Feb 21, 2024 | Survey | CodeCode Available | 4 |
| A Survey on Deep Stereo Matching in the Twenties | Jul 10, 2024 | Stereo MatchingSurvey | CodeCode Available | 4 |
| Deep Industrial Image Anomaly Detection: A Survey | Jan 27, 2023 | Anomaly DetectionDeep Learning | CodeCode Available | 4 |
| A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions | Jun 15, 2022 | ClusteringDeep Clustering | CodeCode Available | 4 |
| A Survey on Large Language Model based Autonomous Agents | Aug 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery | Jun 16, 2024 | scientific discoverySurvey | CodeCode Available | 4 |
| Deepfake Generation and Detection: A Benchmark and Survey | Mar 26, 2024 | AttributeFace Generation | CodeCode Available | 4 |
| A Survey on Large Language Models for Recommendation | May 31, 2023 | Recommendation Systems | CodeCode Available | 4 |
| DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection | Jan 1, 2020 | AttributeDeepFake Detection | CodeCode Available | 4 |
| Hallucination of Multimodal Large Language Models: A Survey | Apr 29, 2024 | HallucinationSurvey | CodeCode Available | 4 |
| Diffusion Model-Based Image Editing: A Survey | Feb 27, 2024 | DenoisingImage Generation | CodeCode Available | 4 |
| Continual Learning with Pre-Trained Models: A Survey | Jan 29, 2024 | Continual LearningFairness | CodeCode Available | 4 |
| 3D Scene Generation: A Survey | May 8, 2025 | Autonomous DrivingDiversity | CodeCode Available | 4 |
| Continual Learning of Large Language Models: A Comprehensive Survey | Apr 25, 2024 | Continual LearningSurvey | CodeCode Available | 4 |
