Matthew Muckley
3 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
image generation
(1)
image reconstruction
(1)
text-to-image model
(1)
generalization capacity
(1)
reference-free evaluation
(1)
latent diffusion model
(1)
semantic conditioning
(1)
conditioning mechanism
(1)
pre-training strategy
(1)
mri reconstruction
(1)
image generation diversity
(1)
generative model benchmarking
(1)
variational network
(1)
acquisition policy
(1)
coil compression
(1)
Papers
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models
ICCV 2025
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
NeurIPS 2024
On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction
MIDL 2022