Tiago Marques
3 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
adversarial robustness
(2)
computer vision
(1)
visual perception
(1)
supervised learning
(1)
neural network optimization
(1)
ventral stream
(1)
convolutional neural network
(1)
deep neural network
(1)
adversarial perturbation
(1)
image corruption
(1)
biological neuron
(1)
stochastic neural network
(1)
neural population geometry
(1)
geometric signature
(1)
primate visual cortex
(1)
synaptic update
(1)
stochastic neuron
(1)
visual neural network
(1)
Papers
Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream
ICLR 2022
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
NeurIPS 2021
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
NeurIPS 2020