Joel Dapello
Joel Dapello
Senior Machine Learning Engineer
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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
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
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
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
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
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
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
Stable 3D head direction signals in the primary visual cortex
G Guitchounts, W Lotter, J Dapello, D Cox
biorxiv, 2020.09. 04.283762, 2020
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
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
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
Towards an Artificial Visual System More Like the Primate Visual System
J Dapello
Harvard University, 2022
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
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