19 citations · 22 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 3 cited
Robustified ANNs Reveal Wormholes Between Human Category Percepts
Guy Gaziv, Michael J. Lee, James J. DiCarlo
The visual object category reports of artificial neural networks (ANNs) are notoriously sensitive to tiny, adversarial image perturbations. Because human category reports (aka huma…
q-bio.NC2022★ 19 cited
Adversarially trained neural representations may already be as robust as corresponding biological neural representations
Chong Guo, Michael J. Lee, Guillaume Leclerc +4
Visual systems of primates are the gold standard of robust perception. There is thus a general belief that mimicking the neural representations that underlie those systems will yie…