人机协作论文趋势 2023–2026

协同决策

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 365 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

人机协作论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202314884272
202436142343116
20252810133081
20262616223296

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部人机协作论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 365 篇，第 4 / 8 页

  1. NeurIPS 2025Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
  2. NeurIPS 2025Cascaded Language Models for Cost-Effective Human–AI Decision-Making
  3. NeurIPS 2025Collaborative and Confidential Junction Trees for Hybrid Bayesian Networks
  4. NeurIPS 2025Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
  5. NeurIPS 2025COOPERA: Continual Open-Ended Human-Robot Assistance
  6. NeurIPS 2025Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning
  7. NeurIPS 2025DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
  8. NeurIPS 2025Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values
  9. NeurIPS 2025Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
  10. NeurIPS 2025Faithful Dynamic Imitation Learning from Human Intervention with Dynamic Regret Minimization
  11. NeurIPS 2025Flexible inference for animal learning rules using neural networks
  12. NeurIPS 2025Generating Computational Cognitive models using Large Language Models
  13. NeurIPS 2025Geometry of Decision Making in Language Models
  14. NeurIPS 2025Large Language Models as Model Organisms for Human Associative Learning
  15. NeurIPS 2025Learning to Plan Like the Human Brain via Visuospatial Perception and Semantic-Episodic Synergistic Decision-Making
  16. NeurIPS 2025Martingale Posterior Neural Networks for Fast Sequential Decision Making
  17. NeurIPS 2025PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
  18. NeurIPS 2025Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
  19. NeurIPS 2025Position: Towards Bidirectional Human-AI Alignment
  20. NeurIPS 2025Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context
  21. NeurIPS 2025Resolution of Simpson's paradox via the common cause principle
  22. NeurIPS 2025Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
  23. NeurIPS 2025Thought Communication in Multiagent Collaboration
  24. NeurIPS 2025Towards Generalizable 3D Human Pose Estimation via Ensembles on Flat Loss Landscapes
  25. NeurIPS 2025Valid Inference with Imperfect Synthetic Data
  26. NeurIPS 2025VTON-VLLM: Aligning Virtual Try-On Models with Human Preferences
  27. NeurIPS 2025When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration
  28. CVPR 20243D Human Pose Perception from Egocentric Stereo Videos
  29. CVPR 2024A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation
  30. CVPR 2024ChatPose: Chatting about 3D Human Pose
  31. CVPR 2024CLOAF: CoLlisiOn-Aware Human Flow
  32. CVPR 2024Decentralized Directed Collaboration for Personalized Federated Learning
  33. CVPR 2024Diffusion-FOF: Single-View Clothed Human Reconstruction via Diffusion-Based Fourier Occupancy Field
  34. CVPR 2024Disentangled Pre-training for Human-Object Interaction Detection
  35. CVPR 2024Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation
  36. CVPR 2024DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery
  37. CVPR 2024Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning
  38. CVPR 2024Dynamic Inertial Poser (DynaIP): Part-Based Motion Dynamics Learning for Enhanced Human Pose Estimation with Sparse Inertial Sensors
  39. CVPR 2024EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams
  40. CVPR 2024FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality Assessment
  41. CVPR 2024FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models
  42. CVPR 2024HAVE-FUN: Human Avatar Reconstruction from Few-Shot Unconstrained Images
  43. CVPR 2024HIT: Estimating Internal Human Implicit Tissues from the Body Surface
  44. CVPR 2024Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation
  45. CVPR 2024Human Motion Prediction Under Unexpected Perturbation
  46. CVPR 2024Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction
  47. CVPR 2024Inter-X: Towards Versatile Human-Human Interaction Analysis
  48. CVPR 2024KITRO: Refining Human Mesh by 2D Clues and Kinematic-tree Rotation
  49. CVPR 2024LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model
  50. CVPR 2024MaGGIe: Masked Guided Gradual Human Instance Matting

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查人机协作在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "human-ai-collaboration"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇人机协作论文？
共 365 篇，按年份分别是 2023 年 72 篇、2024 年 116 篇、2025 年 81 篇、2026 年 96 篇。
NeurIPS 2026 有多少篇人机协作论文？
NeurIPS 2026 有 26 篇人机协作论文，上一届是 28 篇。
ICLR 2026 有多少篇人机协作论文？
ICLR 2026 有 16 篇人机协作论文，上一届是 10 篇。
ICML 2026 有多少篇人机协作论文？
ICML 2026 有 22 篇人机协作论文，上一届是 13 篇。
CVPR 2026 有多少篇人机协作论文？
CVPR 2026 有 32 篇人机协作论文，上一届是 30 篇。
哪个会议的人机协作论文最多？
CVPR，2023–2026 年共 147 篇。

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