Kevin Patrick Murphy
6 papers · 2023–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Keywords
image generation
(1)
interpretability
(1)
denoising
(1)
text-to-image generation
(1)
computational efficiency
(1)
kalman filtering
(1)
posterior distribution
(1)
mean squared error
(1)
state space model
(1)
diffusion model
(1)
discrete token
(1)
human evaluation
(1)
policy architecture
(1)
outlier robust
(1)
scoring rule
(1)
reverse diffusion
(1)
masked modeling
(1)
point track
(1)
motion feature
(1)
local inductive bia
(1)
Papers
Direct Motion Models for Assessing Generated Videos
ICML 2025
Distributional Diffusion Models with Scoring Rules
ICML 2025
Improving Transformer World Models for Data-Efficient RL
ICML 2025
Towards a Mechanistic Explanation of Diffusion Model Generalization
ICML 2025
Outlier-robust Kalman Filtering through Generalised Bayes
ICML 2024
Muse: Text-To-Image Generation via Masked Generative Transformers
ICML 2023