← Authors

Joel Dapello

5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (12) 🏆 Keyword Champion (2) 🚀 Conference Pioneer

Conferences

ICLR (2) NIPS (2) ICML (1)

Top co-authors

David Cox (2) James J DiCarlo (2) Martin Schrimpf (2) David Daniel Cox (2) Tiago Marques (2) Madhu Advani (1) Michael Ferguson (1) Artemy Kolchinsky (1) Jenelle Feather (1) Yamini Bansal (1)

Keywords

adversarial robustness (3) adversarial perturbation (2) biological neuron (2) neural representation (1) convolutional neural network (1) image corruption (1) stochastic neural network (1) biological neural representation (1) visual system (1) robust perception (1) neural population geometry (1) geometric signature (1) primate visual cortex (1) stochastic neuron (1) visual neural network (1) visual perception (1) neural network optimization (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 NIPS 2021
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations NIPS 2020
On the Information Bottleneck Theory of Deep Learning ICLR 2018