医疗政策建模论文趋势 2023–2026

政策与流行病学

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 875 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

医疗政策建模论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202331403825134
202469366920194
202594396118212
20261385810237335

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

全部医疗政策建模论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 335 篇，第 6 / 7 页

  1. NeurIPS 2026Jump Start Your Policy Learning with Lessons from 145,000 Training Runs
  2. NeurIPS 2026KL for a KL: On-Policy Distillation with Control Variate Baseline
  3. NeurIPS 2026LAFP: Preserving Latent Action Structure in Latent Policy Learning via Flow Matching
  4. NeurIPS 2026LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling
  5. NeurIPS 2026Large Discrete Policy: Advancing Explicit Behavior Modeling with Stochastic Iterative Scoring
  6. NeurIPS 2026Lattice Deduction Transformers
  7. NeurIPS 2026Learning from Language Feedback via Variational Policy Distillation
  8. NeurIPS 2026Learning Multimodal One-step Flow Policy via Value-weighted Optimal Transport
  9. NeurIPS 2026Learning to Ask: Metacognitive Action Policy for Large and Small Language Model Collaboration
  10. NeurIPS 2026Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation
  11. NeurIPS 2026Learning What Evaluators Value: A Reliable Approach to Modeling Evaluator Preferences
  12. NeurIPS 2026Local Policy Manifolds for Efficient Multi-Objective Reinforcement Learning
  13. NeurIPS 2026LOCU: Löwdin-Orthogonalized Constraint Updates for Multi-Constraint Policy Optimization
  14. NeurIPS 2026Long-Term Risks of Risk-Based Allocation
  15. NeurIPS 2026Low-Rank Adaptation for Critic Learning in Off-Policy Reinforcement Learning
  16. NeurIPS 2026LPG: Balancing Efficiency and Policy Reasoning in Latent Policy Guardrails
  17. NeurIPS 2026M3-HNTM: Hyperspherical Multimodal Topic Modeling with Symbolic and Contextual Evidence
  18. NeurIPS 2026Masked Visual Actions for Unified World Modeling
  19. NeurIPS 2026MENDR: Manifold-Embedded Neural Data Representations for Channel-Agnostic EEG Foundation Modeling
  20. NeurIPS 2026Merging RLVR-Trained Experts via Policy-Shift-Guided Spectral Alignment
  21. NeurIPS 2026METAFORGET: Audit-Driven Update-Policy Learning for Reliable Language Model Unlearning
  22. NeurIPS 2026Modeling quantum neural network gradient with reinforcement learning
  23. NeurIPS 2026Modeling Whole-Slide Images as Dynamic Tumor Microenvironment Fields
  24. NeurIPS 2026Motif-Mamba: network motif improved mamba for long-range sequence modeling
  25. NeurIPS 2026MoTo: Mixture of Tokenizers Towards Fair Multilingual Language Modeling
  26. NeurIPS 2026Multi-Objective Causal Bandits: Minimal Intervention Space and Policy-Level Learning
  27. NeurIPS 2026NeuroInk: Retinomorphic Spiking Sequence Modeling for Handwritten Text Recognition
  28. NeurIPS 2026Non-Asymptotic Best Policy Identification Guarantees in Online Reinforcement Learning
  29. NeurIPS 2026Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
  30. NeurIPS 2026Off-Policy Evaluation of Large Language Models via Learned Semantic Bottleneck Embeddings
  31. NeurIPS 2026Off-policy Learning with Excursion Policies
  32. NeurIPS 2026OmniToM: Benchmarking Theory of Mind in LLMs via Explicit Belief Modeling
  33. NeurIPS 2026On the Runway Cascade of Transformers for Language Modeling
  34. NeurIPS 2026On-Policy Consistency Training Improves LLM Safety with Minimal Capability Degradation
  35. NeurIPS 2026On-Policy Counterfactual Influence
  36. NeurIPS 2026Ordered Policy Optimization
  37. NeurIPS 2026OTROPE: Optimal Transport-based Robust Off-policy Evaluation for Large Language Models
  38. NeurIPS 2026PAMod: Modeling Cyclical Shifts via Phase-Amplitude Modulation for Non-stationary Time Series Forecasting
  39. NeurIPS 2026Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation
  40. NeurIPS 2026Persistent-Transient Policy Evaluation for Markov Chains via Minimal Peripheral Quotients
  41. NeurIPS 2026PhaseDance: Capturing Rhythm and Expressivity in Dance Modeling
  42. NeurIPS 2026PINNBench: A Benchmark and Evaluation Study of Training Policy Selection in Hybrid PINN-Operator Solvers
  43. NeurIPS 2026Point Tracking Improves World Action Models
  44. NeurIPS 2026Policy Gradient Algorithms in Average-Reward Multichain MDPs
  45. NeurIPS 2026Policy Regret Minimization in Partially Observable Markov Games
  46. NeurIPS 2026Preferential dynamic modeling with forward-backward smoothing
  47. NeurIPS 2026Proposing Better Rollouts for On-Policy Distillation
  48. NeurIPS 2026Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching
  49. NeurIPS 2026Realism VS Accuracy: Event Sequence Forecasting from a Generative Modeling Perspective
  50. NeurIPS 2026Reconciling Operational Energy Trilemma: A Heterogeneous Risk-Constrained MDP Framework with Residual Policy Learning

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 查医疗政策建模在 NeurIPS 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": "healthcare-policy-modeling"}

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医疗政策建模论文？
共 875 篇，按年份分别是 2023 年 134 篇、2024 年 194 篇、2025 年 212 篇、2026 年 335 篇。
NeurIPS 2026 有多少篇医疗政策建模论文？
NeurIPS 2026 有 138 篇医疗政策建模论文，上一届是 94 篇。
ICLR 2026 有多少篇医疗政策建模论文？
ICLR 2026 有 58 篇医疗政策建模论文，上一届是 39 篇。
ICML 2026 有多少篇医疗政策建模论文？
ICML 2026 有 102 篇医疗政策建模论文，上一届是 61 篇。
CVPR 2026 有多少篇医疗政策建模论文？
CVPR 2026 有 37 篇医疗政策建模论文，上一届是 18 篇。
哪个会议的医疗政策建模论文最多？
NeurIPS，2023–2026 年共 332 篇。

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