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 6 / 8 页

  1. ICML 2024Position: Will we run out of data? Limits of LLM scaling based on human-generated data
  2. ICML 2024Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input
  3. ICML 2024Predictive Performance Comparison of Decision Policies Under Confounding
  4. ICML 2024ReDiffuser: Reliable Decision-Making Using a Diffuser with Confidence Estimation
  5. ICML 2024Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration
  6. ICML 2024The Relative Value of Prediction in Algorithmic Decision Making
  7. ICML 2024Using AI Uncertainty Quantification to Improve Human Decision-Making
  8. NeurIPS 2024A Unifying Normative Framework of Decision Confidence
  9. NeurIPS 2024Aligner: Efficient Alignment by Learning to Correct
  10. NeurIPS 2024Approaching Human-Level Forecasting with Language Models
  11. NeurIPS 2024AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games
  12. NeurIPS 2024AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning
  13. NeurIPS 2024Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
  14. NeurIPS 2024Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators
  15. NeurIPS 2024CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
  16. NeurIPS 2024Collaboration! Towards Robust Neural Methods for Routing Problems
  17. NeurIPS 2024Constrained Binary Decision Making
  18. NeurIPS 2024Contextual Decision-Making with Knapsacks Beyond the Worst Case
  19. NeurIPS 2024Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems
  20. NeurIPS 2024Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems
  21. NeurIPS 2024Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
  22. NeurIPS 2024GUIDE: Real-Time Human-Shaped Agents
  23. NeurIPS 2024Human Expertise in Algorithmic Prediction
  24. NeurIPS 2024HuRef: HUman-REadable Fingerprint for Large Language Models
  25. NeurIPS 2024Interactive Deep Clustering via Value Mining
  26. NeurIPS 2024Learning Human-like Representations to Enable Learning Human Values
  27. NeurIPS 2024Learning to Assist Humans without Inferring Rewards
  28. NeurIPS 2024Maia-2: A Unified Model for Human-AI Alignment in Chess
  29. NeurIPS 2024MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
  30. NeurIPS 2024Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
  31. NeurIPS 2024On the Necessity of Collaboration for Online Model Selection with Decentralized Data
  32. NeurIPS 2024Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
  33. NeurIPS 2024Principled Bayesian Optimization in Collaboration with Human Experts
  34. NeurIPS 2024ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
  35. NeurIPS 2024RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
  36. NeurIPS 2024Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity
  37. NeurIPS 2024The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
  38. NeurIPS 2024Toward Approaches to Scalability in 3D Human Pose Estimation
  39. NeurIPS 2024Towards Human-AI Complementarity with Prediction Sets
  40. NeurIPS 2024Unlocking the Potential of Global Human Expertise
  41. NeurIPS 2024Unravelling in Collaborative Learning
  42. NeurIPS 2024Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
  43. NeurIPS 2024When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding
  44. CVPR 20233D Human Keypoints Estimation From Point Clouds in the Wild Without Human Labels
  45. CVPR 20233D Human Mesh Estimation From Virtual Markers
  46. CVPR 20233D Human Pose Estimation With Spatio-Temporal Criss-Cross Attention
  47. CVPR 2023A Characteristic Function-Based Method for Bottom-Up Human Pose Estimation
  48. CVPR 2023ACR: Attention Collaboration-Based Regressor for Arbitrary Two-Hand Reconstruction
  49. CVPR 2023Adaptive Human Matting for Dynamic Videos
  50. CVPR 2023Avatars Grow Legs: Generating Smooth Human Motion From Sparse Tracking Inputs With Diffusion Model

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"}

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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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