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Joel Dapello
Joel Dapello
Senior Machine Learning Engineer
Verified email at altoslabs.com
Title
Cited by
Cited by
Year
On the information bottleneck theory of deep learning
AM Saxe, Y Bansal, J Dapello, M Advani, A Kolchinsky, BD Tracey, ...
Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124020, 2019
5982019
Simulating a primary visual cortex at the front of CNNs improves robustness to image perturbations
J Dapello, T Marques, M Schrimpf, F Geiger, D Cox, JJ DiCarlo
Advances in Neural Information Processing Systems 33, 13073-13087, 2020
2002020
Aligning model and macaque inferior temporal cortex representations improves model-to-human behavioral alignment and adversarial robustness
J Dapello, K Kar, M Schrimpf, R Geary, M Ferguson, DD Cox, JJ DiCarlo
bioRxiv, 2022.07. 01.498495, 2022
242022
Adversarially trained neural representations are already as robust as biological neural representations
C Guo, M Lee, G Leclerc, J Dapello, Y Rao, A Madry, J Dicarlo
International Conference on Machine Learning, 8072-8081, 2022
202022
Adversarially trained neural representations may already be as robust as corresponding biological neural representations
C Guo, MJ Lee, G Leclerc, J Dapello, Y Rao, A Madry, JJ DiCarlo
arXiv preprint arXiv:2206.11228, 2022
152022
Jenelle Feather, Hang Le, Tiago Marques, David Cox, Josh McDermott, James J DiCarlo, and SueYeon Chung. Neural population geometry reveals the role of stochasticity in robust†…
J Dapello
Advances in Neural Information Processing Systems 34, 15595-15607, 2021
152021
Neural population geometry reveals the role of stochasticity in robust perception
J Dapello, J Feather, H Le, T Marques, D Cox, J McDermott, JJ DiCarlo, ...
Advances in Neural Information Processing Systems 34, 15595-15607, 2021
142021
NeuroPG: open source software for optical pattern generation and data acquisition
BW Avants, DB Murphy, JA Dapello, JT Robinson
Frontiers in neuroengineering 8, 1, 2015
112015
Stable 3D head direction signals in the primary visual cortex
G Guitchounts, W Lotter, J Dapello, D Cox
biorxiv, 2020.09. 04.283762, 2020
72020
Combining different v1 brain model variants to improve robustness to image corruptions in cnns
A Baidya, J Dapello, JJ DiCarlo, T Marques
arXiv preprint arXiv:2110.10645, 2021
62021
Multiplexed neural recording along a single optical fiber via optical reflectometry
SG Rodriques, AH Marblestone, J Scholvin, J Dapello, D Sarkar, ...
Journal of Biomedical Optics 21 (5), 057003-057003, 2016
52016
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds
M Kuoch, CN Chou, N Parthasarathy, J Dapello, JJ DiCarlo, ...
Conference on Parsimony and Learning, 395-418, 2024
12024
Towards an Artificial Visual System More Like the Primate Visual System
J Dapello
Harvard University, 2022
2022
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