Eero P Simoncelli
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
image synthesis
(1)
image denoising
(1)
wavelet coefficients
(1)
overcomplete representation
(1)
neural population
(1)
fisher information matrix
(1)
image representation
(1)
model comparison
(1)
diffusion model
(1)
recurrent neural network
(1)
inductive bia
(1)
local geometry
(1)
score-based model
(1)
score-based diffusion
(1)
multiscale decomposition
(1)
adaptive whitening
(1)
gain modulation
(1)
principal distortion
(1)
harmonic representation
(1)
Papers
Discriminating image representations with principal distortions
ICLR 2025
Generalization in diffusion models arises from geometry-adaptive harmonic representations
ICLR 2024
Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
ICML 2023
Learning multi-scale local conditional probability models of images
ICLR 2023