Mike Davies
4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
CVPR (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(2)
compressed sensing
(1)
neural tangent kernel
(1)
model architecture
(1)
image denoising
(1)
gradient descent
(1)
magnetic resonance imaging
(1)
image inpainting
(1)
inverse problem
(1)
convolutional neural network
(1)
linear inverse problem
(1)
non-local filtering
(1)
sensing condition
(1)
signal model
(1)
dictionary learning
(1)
cnn denoising
(1)
Papers
UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate
ICLR 2025
Sensing Theorems for Unsupervised Learning in Linear Inverse Problems
JMLR 2023
Unsupervised Learning From Incomplete Measurements for Inverse Problems
NIPS 2022
The Neural Tangent Link Between CNN Denoisers and Non-Local Filters
CVPR 2021