Joel Dapello
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
(2)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
adversarial robustness
(4)
adversarial perturbation
(2)
biological neuron
(2)
information bottleneck
(1)
object recognition
(1)
neural network optimization
(1)
neural representation
(1)
convolutional neural network
(1)
deep neural network
(1)
image corruption
(1)
stochastic neural network
(1)
biological neural representation
(1)
visual system
(1)
robust perception
(1)
neural network
(1)
neural population geometry
(1)
geometric signature
(1)
primate visual cortex
(1)
stochastic neuron
(1)
visual neural network
(1)
Papers
Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness
ICLR 2023
Adversarially trained neural representations may already be as robust as corresponding biological neural representations
ICML 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
On the Information Bottleneck Theory of Deep Learning
ICLR 2018