Edgar Walker
4 papers · 2018–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
Top co-authors
Keywords
image classification
(1)
adversarial robustness
(1)
bayesian inference
(1)
visual cortex
(1)
posterior distribution
(1)
neural regularization
(1)
adversarial attack
(1)
generative model
(1)
convolutional neural network
(1)
normalizing flow
(1)
neural variability
(1)
population response
(1)
domain transfer
(1)
representational similarity
(1)
pupil dilation
(1)
neural network
(1)
deep recurrent network
(1)
neural activity prediction
(1)
latent state model
(1)
neural sampling code
(1)
Papers
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system
NIPS 2023
A flow-based latent state generative model of neural population responses to natural images
NIPS 2021
Learning from brains how to regularize machines
NIPS 2019
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
NIPS 2018