Andreas Tolias
7 papers · 2018–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (5) πΊοΈ Taxonomy Completionist (27)
π§
Keyword Pioneer
π
Trend Setter
Conferences
NIPS (7)
Top co-authors
Keywords
image classification
(2)
adversarial robustness
(1)
diffusion model
(1)
domain generalization
(1)
bayesian inference
(1)
visual cortex
(1)
neural encoding
(1)
out-of-distribution generalization
(1)
posterior distribution
(1)
neuronal activity
(1)
neural regularization
(1)
adversarial attack
(1)
generative model
(1)
receptive field
(1)
image generation
(1)
neural response
(1)
convolutional neural network
(1)
inductive bia
(1)
normalizing flow
(1)
multi-task learning
(1)
Papers
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system
NIPS 2023
Energy Guided Diffusion for Generating Neurally Exciting Images
NIPS 2023
Towards robust vision by multi-task learning on monkey visual cortex
NIPS 2021
A flow-based latent state generative model of neural population responses to natural images
NIPS 2021
Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses
NIPS 2020
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