Joel Dapello

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Computational Neuroscience

Biologically Plausible

Artificial Neural

Top Venues

Publications

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