影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
72.81/100
前 2.2%
全站排名 #1,414
发表论文12 篇
平均评分
年均产出4.0 篇/年
Kevin Patrick Murphy
研究方向
Reinforcement learning · Representation learning · Generative models · Graphical models · Bayesian inference · Decision making under uncertainty
15
Code World Models for General Game Playing
ICLR 2026Poster
通讯14
Neural USD: An object-centric framework for iterative editing and control
ICLR 2026Rejected
24
Provably Learning Task-Relevant World Representation
ICLR 2026Rejected
33
Learning Task-Sufficient World Models via Intervention-Curriculum Co-Design
ICLR 2026Rejected
9
Improving Transformer World Models for Data-Efficient RL
ICML 2025Poster
通讯7
Distributional Diffusion Models with Scoring Rules
ICML 2025Poster
35
Martingale Posterior Neural Networks for Fast Sequential Decision Making
NeurIPS 2025Poster
通讯14
Towards a Mechanistic Explanation of Diffusion Model Generalization
ICML 2025Spotlight
三作10
Direct Motion Models for Assessing Generated Videos
ICML 2025Poster