Andreas Tolias
7 papers · 2018–2023 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
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Hot Topic Early Bird
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Deep Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Analysis
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
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
Energy Guided Diffusion for Generating Neurally Exciting Images
NeurIPS 2023
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system
NeurIPS 2023
A flow-based latent state generative model of neural population responses to natural images
NeurIPS 2021
Towards robust vision by multi-task learning on monkey visual cortex
NeurIPS 2021
Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses
NeurIPS 2020
Learning from brains how to regularize machines
NeurIPS 2019
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
NeurIPS 2018