医疗政策建模论文趋势 2023–2026

主要结论

• 医疗政策建模论文从 2023 年的 134 篇增长到 2026 年的 335 篇，三年间扩大到约 2.5 倍。
• NeurIPS 是发医疗政策建模论文最多的会议，2023–2026 年共 332 篇，占四个会议总量的 38%。
• 交叉方向里涨得最快的是扩散模型：同时属于两个主题的论文从 2023 年的 3 篇增至 2026 年的 30 篇。
• 在「健康与生命科学」的 5 个主题里，它的 2026 年论文数排第 1；同组增长最快的临床 NLP是 3.2 倍，医疗政策建模是 2.5 倍。

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

• NeurIPS 2026$\chi$-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
• ICML 2026Active Policy Optimization for Individualized Dosing via Gradient Variance Minimization
• ICLR 2026A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
• CVPR 2026Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis
• NeurIPS 2025$\textit{Hyper-GoalNet}$: Goal-Conditioned Manipulation Policy Learning with HyperNetworks
• ICML 2025How Transformers Learn Structured Data: Insights From Hierarchical Filtering
• ICLR 2025HyPoGen: Optimization-Biased Hypernetworks for Generalizable Policy Generation
• CVPR 2025Bridging Gait Recognition and Large Language Models Sequence Modeling
• NeurIPS 20244DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
• ICML 2024ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
• ICLR 2024Learning to Act from Actionless Videos through Dense Correspondences
• CVPR 2024MonoHair: High-Fidelity Hair Modeling from a Monocular Video
• NeurIPS 2023AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling
• ICML 2023Adaptive Barrier Smoothing for First-Order Policy Gradient with Contact Dynamics
• ICLR 2023An Adaptive Policy to Employ Sharpness-Aware Minimization
• CVPR 2023BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling
• NeurIPS 2026Budgeted Multi-Source Counterfactual Annotation for Off-Policy Evaluation
• ICML 2026Efficient Continuous-Depth Modeling with GRU Equivalents
• ICLR 2026Chessformer: A Unified Architecture for Chess Modeling
• CVPR 2026D-Prism Differentiable Primitives for Structured Dynamic Modeling

全部医疗政策建模论文

共 212 篇，第 1 / 5 页

1. CVPR 2025AffordDP: Generalizable Diffusion Policy with Transferable Affordance
2. CVPR 2025Bridging Gait Recognition and Large Language Models Sequence Modeling
3. CVPR 2025GeoDepth: From Point-to-Depth to Plane-to-Depth Modeling for Self-Supervised Monocular Depth Estimation
4. CVPR 2025GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning
5. CVPR 2025GroomLight: Hybrid Inverse Rendering for Relightable Human Hair Appearance Modeling
6. CVPR 2025Identity-Clothing Similarity Modeling for Unsupervised Clothing Change Person Re-Identification
7. CVPR 2025LeanGaussian: Breaking Pixel or Point Cloud Correspondence in Modeling 3D Gaussians
8. CVPR 2025MV-SSM: Multi-View State Space Modeling for 3D Human Pose Estimation
9. CVPR 2025Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy
10. CVPR 2025Parallel Sequence Modeling via Generalized Spatial Propagation Network
11. CVPR 2025Person De-reidentification: A Variation-guided Identity Shift Modeling
12. CVPR 2025RGBAvatar: Reduced Gaussian Blendshapes for Online Modeling of Head Avatars
13. CVPR 2025RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos
14. CVPR 2025SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
15. CVPR 2025Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation
16. CVPR 2025Textured Gaussians for Enhanced 3D Scene Appearance Modeling
17. CVPR 2025UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
18. CVPR 2025Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling
19. ICLR 2025A General Framework for Off-Policy Learning with Partially-Observed Reward
20. ICLR 2025AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories
21. ICLR 2025Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling
22. ICLR 2025Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models
23. ICLR 2025Cross-Domain Off-Policy Evaluation and Learning for Contextual Bandits
24. ICLR 2025Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
25. ICLR 2025DeciMamba: Exploring the Length Extrapolation Potential of Mamba
26. ICLR 2025Doubly Optimal Policy Evaluation for Reinforcement Learning
27. ICLR 2025Efficient Imitation under Misspecification
28. ICLR 2025Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning
29. ICLR 2025Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies
30. ICLR 2025Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning
31. ICLR 2025Global Convergence of Policy Gradient in Average Reward MDPs
32. ICLR 2025GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling
33. ICLR 2025HELM: Hierarchical Encoding for mRNA Language Modeling
34. ICLR 2025HyPoGen: Optimization-Biased Hypernetworks for Generalizable Policy Generation
35. ICLR 2025Instant Policy: In-Context Imitation Learning via Graph Diffusion
36. ICLR 2025Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment
37. ICLR 2025Learning mirror maps in policy mirror descent
38. ICLR 2025Learning under Temporal Label Noise
39. ICLR 2025Learning Video-Conditioned Policy on Unlabelled Data with Joint Embedding Predictive Transformer
40. ICLR 2025Logic-Logit: A Logic-Based Approach to Choice Modeling
41. ICLR 2025On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning
42. ICLR 2025Policy Decorator: Model-Agnostic Online Refinement for Large Policy Model
43. ICLR 2025Policy Design in Long-run Welfare Dynamics
44. ICLR 2025POTEC: Off-Policy Contextual Bandits for Large Action Spaces via Policy Decomposition
45. ICLR 2025Provable unlearning in topic modeling and downstream tasks
46. ICLR 2025Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning
47. ICLR 2025Residual-MPPI: Online Policy Customization for Continuous Control
48. ICLR 2025Revolutionizing EMCCD Denoising through a Novel Physics-Based Learning Framework for Noise Modeling
49. ICLR 2025Safety Representations for Safer Policy Learning
50. ICLR 2025SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation

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。