Healthcare Policy Modeling papers, 2023–2026
Policy and epidemiology
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 875 papers are tagged with this topic.
Key findings
- Healthcare Policy Modeling went from 134 papers in 2023 to 335 in 2026, roughly 2.5x in three years.
- NeurIPS publishes the most Healthcare Policy Modeling work: 332 papers from 2023 to 2026, 38% of the four-venue total.
- The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 3 in 2023 to 30 in 2026.
- Among the 5 topics under Health and Life Sciences, it ranks #1 by 2026 paper count; the fastest grower in the group, Clinical NLP, is up 3.2x versus 2.5x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 31 | 40 | 38 | 25 | 134 |
| 2024 | 69 | 36 | 69 | 20 | 194 |
| 2025 | 94 | 39 | 61 | 18 | 212 |
| 2026 | 138 | 58 | 102 | 37 | 335 |
Representative papers
Spread across years and venues so every edition shows up
- 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
All Healthcare Policy Modeling papers
875 papers, page 7 of 18
- NeurIPS 2026Rectified Policy Rollouts with Hierarchical Expert Guidance for Neural Combinatorial Optimization
- NeurIPS 2026ReFPO: Reflow Regularization for Flow Matching Policy Gradients
- NeurIPS 2026RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments
- NeurIPS 2026Reverse to Advance: Teleoperation-Cost Effective Hard Policy Learning from Reversed Easy Tasks
- NeurIPS 2026Reversing the Roles of Signal and Noise: Modeling Noise in Astronomical Images without Paired Data
- NeurIPS 2026Revisiting On-policy Adversarial Black-Box Distillation: Calibrating Groupwise Reward Geometry for Effective Advantage Construction
- NeurIPS 2026Risk-Calibrated Context Selection for Healthcare Multi-Agent Handoff
- NeurIPS 2026RL Excursions during Pre-training: How early is too early for on-policy learning?
- NeurIPS 2026Seahorse: A Unified Benchmarking Framework for Spatiotemporal Event Modeling
- NeurIPS 2026Selective Off-Policy Reference Tuning with Plan Guidance
- NeurIPS 2026Sharp Convergence and Sample Complexity of Policy Mirror Descent for Average-Reward MDPs
- NeurIPS 2026Skill-Coupled Policy Optimization with Calibrated Group-Wise Advantage Estimation
- NeurIPS 2026Stabilizing Policy Optimization via Logits Convexity
- NeurIPS 2026STARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stability
- NeurIPS 2026Strategic Causal Policy Learning: Welfare, Safety, and Fairness Thresholds
- NeurIPS 2026SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics
- NeurIPS 2026Targeted Review for AI-Assisted Biodiversity Surveys: Active Continuous-Score Occupancy Modeling
- NeurIPS 2026Task-Driven Bayesian Experimental Design Yields Singly Intractable Objectives for Joint Policy Training
- NeurIPS 2026TEMPO: Temporal Enforcement via Mode-Separated Policy Optimization for Trustworthy LLM Backtesting
- NeurIPS 2026The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes
- NeurIPS 2026Thinking with Images as Continuous Policy: Numerical Visual Chain-of-Thought
- NeurIPS 2026Time–Frequency Non-Stationary Modeling for Multivariate Time Series Forecasting
- NeurIPS 2026Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion
- NeurIPS 2026Towards Financial World Modeling
- NeurIPS 2026Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents
- NeurIPS 2026TReDS: Trajectory-Grounded Requirement-Capability Modeling for Training Distribution Shaping in Tool-Interactive Tasks
- NeurIPS 2026Trust Region Policy Distillation
- NeurIPS 2026UGM: Unified Multi-scale Genomic Event Modeling with Site-level Joint Prediction
- NeurIPS 2026Unleashing the Power of Intrinsic-Entropy-Driven Exploration for Off-Policy Generative RL
- NeurIPS 2026VideoSailor: Navigating Video Deep Research via Trajectory-to-Policy Flywheel
- NeurIPS 2026When Attention Collapses: Residual Evidence Modeling for Compositional Inference
- NeurIPS 2026When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy
- NeurIPS 2026World Motion Models: Flexible Sequence Modeling of SE(3) Trajectories
- NeurIPS 2026World-Model-Inspired Flicker State Modeling for Burst Flicker Removal
- NeurIPS 2026Your Teacher Can’t Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation
- CVPR 2025AffordDP: Generalizable Diffusion Policy with Transferable Affordance
- CVPR 2025Bridging Gait Recognition and Large Language Models Sequence Modeling
- CVPR 2025GeoDepth: From Point-to-Depth to Plane-to-Depth Modeling for Self-Supervised Monocular Depth Estimation
- CVPR 2025GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning
- CVPR 2025GroomLight: Hybrid Inverse Rendering for Relightable Human Hair Appearance Modeling
- CVPR 2025Identity-Clothing Similarity Modeling for Unsupervised Clothing Change Person Re-Identification
- CVPR 2025LeanGaussian: Breaking Pixel or Point Cloud Correspondence in Modeling 3D Gaussians
- CVPR 2025MV-SSM: Multi-View State Space Modeling for 3D Human Pose Estimation
- CVPR 2025Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy
- CVPR 2025Parallel Sequence Modeling via Generalized Spatial Propagation Network
- CVPR 2025Person De-reidentification: A Variation-guided Identity Shift Modeling
- CVPR 2025RGBAvatar: Reduced Gaussian Blendshapes for Online Modeling of Head Avatars
- CVPR 2025RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos
- CVPR 2025SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
- CVPR 2025Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation
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FAQ
- How many Healthcare Policy Modeling papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 875 in total: 134 in 2023, 194 in 2024, 212 in 2025, 335 in 2026.
- How many Healthcare Policy Modeling papers are at NeurIPS 2026?
- NeurIPS 2026 has 138 Healthcare Policy Modeling papers, versus 94 the year before.
- How many Healthcare Policy Modeling papers are at ICLR 2026?
- ICLR 2026 has 58 Healthcare Policy Modeling papers, versus 39 the year before.
- How many Healthcare Policy Modeling papers are at ICML 2026?
- ICML 2026 has 102 Healthcare Policy Modeling papers, versus 61 the year before.
- How many Healthcare Policy Modeling papers are at CVPR 2026?
- CVPR 2026 has 37 Healthcare Policy Modeling papers, versus 18 the year before.
- Which conference publishes the most Healthcare Policy Modeling papers?
- NeurIPS, with 332 papers from 2023 to 2026.