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
- 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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 31 | 40 | 38 | 25 | 134 |
| 2024 | 69 | 36 | 69 | 20 | 194 |
| 2025 | 94 | 39 | 61 | 18 | 212 |
| 2026 | 138 | 58 | 102 | 37 | 335 |
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 194 篇,第 1 / 4 页
- CVPR 2024Differentiable Neural Surface Refinement for Modeling Transparent Objects
- CVPR 2024Driving Everywhere with Large Language Model Policy Adaptation
- CVPR 2024Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
- CVPR 2024GenNBV: Generalizable Next-Best-View Policy for Active 3D Reconstruction
- CVPR 2024L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream
- CVPR 2024Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
- CVPR 2024MonoHair: High-Fidelity Hair Modeling from a Monocular Video
- CVPR 2024Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition
- CVPR 2024Neural Directional Encoding for Efficient and Accurate View-Dependent Appearance Modeling
- CVPR 2024Non-Rigid Structure-from-Motion: Temporally-Smooth Procrustean Alignment and Spatially-Variant Deformation Modeling
- CVPR 2024POCE: Primal Policy Optimization with Conservative Estimation for Multi-constraint Offline Reinforcement Learning
- CVPR 2024Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling
- CVPR 2024SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder
- CVPR 2024SfmCAD: Unsupervised CAD Reconstruction by Learning Sketch-based Feature Modeling Operations
- CVPR 2024Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning
- CVPR 2024SurMo: Surface-based 4D Motion Modeling for Dynamic Human Rendering
- CVPR 2024SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective
- CVPR 2024Versatile Navigation Under Partial Observability via Value-guided Diffusion Policy
- CVPR 2024X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition
- CVPR 2024XFibrosis: Explicit Vessel-Fiber Modeling for Fibrosis Staging from Liver Pathology Images
- ICLR 2024$\pi$2vec: Policy Representation with Successor Features
- ICLR 2024A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation
- ICLR 2024A Policy Gradient Method for Confounded POMDPs
- ICLR 2024Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods
- ICLR 2024Blending Imitation and Reinforcement Learning for Robust Policy Improvement
- ICLR 2024Conformal Language Modeling
- ICLR 2024Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
- ICLR 2024FITS: Modeling Time Series with $10k$ Parameters
- ICLR 2024Future Language Modeling from Temporal Document History
- ICLR 2024Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
- ICLR 2024GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
- ICLR 2024GROOT: Learning to Follow Instructions by Watching Gameplay Videos
- ICLR 2024Identifying Policy Gradient Subspaces
- ICLR 2024Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies
- ICLR 2024LEAP: Liberate Sparse-View 3D Modeling from Camera Poses
- ICLR 2024Learning to Act from Actionless Videos through Dense Correspondences
- ICLR 2024Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps
- ICLR 2024LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models
- ICLR 2024Mask-Based Modeling for Neural Radiance Fields
- ICLR 2024Model Merging by Uncertainty-Based Gradient Matching
- ICLR 2024Modeling Boundedly Rational Agents with Latent Inference Budgets
- ICLR 2024Off-Policy Primal-Dual Safe Reinforcement Learning
- ICLR 2024On Trajectory Augmentations for Off-Policy Evaluation
- ICLR 2024Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning
- ICLR 2024PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation
- ICLR 2024Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning
- ICLR 2024Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning
- ICLR 2024Query-Policy Misalignment in Preference-Based Reinforcement Learning
- ICLR 2024Reclaiming the Source of Programmatic Policies: Programmatic versus Latent Spaces
- ICLR 2024Replay across Experiments: A Natural Extension of Off-Policy RL
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"}
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。