Joel Dapello

11 papers A* 4Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds.
CPAL
Michael Kuoch, Chi-Ning Chou, Nikhil Parthasarathy, Joel Dapello, James J. DiCarlo, Haim Sompolinsky, SueYeon Chung
2023 A* conf
Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness.
ICLR
Joel Dapello, Kohitij Kar, Martin Schrimpf, Robert Baldwin Geary, Michael Ferguson, David Daniel Cox, James J. DiCarlo
2023 J jnl
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds.
CoRR
Michael Kuoch, Chi-Ning Chou, Nikhil Parthasarathy, Joel Dapello, James J. DiCarlo, Haim Sompolinsky, SueYeon Chung
2023 — conf
ProtoGraph: A Non-Expert Toolkit for Creating Animated Graphs.
IEEE VIS (Short Papers)
Malchiel Rodrigues, Joel Dapello, Priyan Vaithilingam, Carolina Nobre, Johanna Beyer
2022 A* conf
Adversarially trained neural representations are already as robust as biological neural representations.
ICML
Chong Guo, Michael J. Lee, Guillaume Leclerc, Joel Dapello, Yug Rao, Aleksander Madry, James J. DiCarlo
2022 J jnl
Adversarially trained neural representations may already be as robust as corresponding biological neural representations.
CoRR
Chong Guo, Michael J. Lee, Guillaume Leclerc, Joel Dapello, Yug Rao, Aleksander Madry, James J. DiCarlo
2021 J jnl
Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs.
CoRR
Avinash Baidya, Joel Dapello, James J. DiCarlo, Tiago Marques
2021 A* conf
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception.
NeurIPS
Joel Dapello, Jenelle Feather, Hang Le, Tiago Marques, David D. Cox, Josh H. McDermott, James J. DiCarlo, SueYeon Chung
2021 J jnl
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception.
CoRR
Joel Dapello, Jenelle Feather, Hang Le, Tiago Marques, David D. Cox, Josh H. McDermott, James J. DiCarlo, SueYeon Chung
2020 A* conf
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations.
NeurIPS
Joel Dapello, Tiago Marques, Martin Schrimpf, Franziska Geiger, David D. Cox, James J. DiCarlo
2018 — conf
On the Information Bottleneck Theory of Deep Learning.
ICLR (Poster)
Andrew M. Saxe, Yamini Bansal, Joel Dapello, Madhu Advani, Artemy Kolchinsky, Brendan D. Tracey, David D. Cox