Seuraa
Josué Ortega Caro
Josué Ortega Caro
Vahvistettu sähköpostiosoite verkkotunnuksessa yale.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Recurrent computations for visual pattern completion
H Tang, M Schrimpf, W Lotter, C Moerman, A Paredes, J Ortega Caro, ...
Proceedings of the National Academy of Sciences 115 (35), 8835-8840, 2018
2042018
Robust deep learning object recognition models rely on low frequency information in natural images
Z Li, J Ortega Caro, E Rusak, W Brendel, M Bethge, F Anselmi, AB Patel, ...
PLOS Computational Biology 19 (3), e1010932, 2023
172023
Shallow univariate ReLu networks as splines: initialization, loss surface, Hessian, and gradient flow dynamics
J Sahs, R Pyle, A Damaraju, JO Caro, O Tavaslioglu, A Lu, F Anselmi, ...
Frontiers in artificial intelligence 5, 889981, 2022
142022
Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples
J Ortega Caro, Y Ju, R Pyle, S Dey, W Brendel, F Anselmi, A Patel
arXiv e-prints, arXiv: 2006.11440, 2020
11*2020
Neural Integral Equations
E Zappala, AHO Fonseca, JO Caro, D van Dijk
arXiv preprint arXiv:2209.15190, 2022
62022
Understanding robustness and generalization of artificial neural networks through Fourier masks
N Karantzas, E Besier, J Ortega Caro, X Pitkow, AS Tolias, AB Patel, ...
Frontiers in Artificial Intelligence 5, 890016, 2022
52022
BrainLM: A foundation model for brain activity recordings
J Ortega Caro, AH Oliveira Fonseca, C Averill, SA Rizvi, M Rosati, ...
bioRxiv, 2023.09. 12.557460, 2023
32023
A functional characterization of randomly initialized gradient descent in deep relu networks
J Sahs, A Damaraju, R Pyle, O Tavaslioglu, JO Caro, HY Lu, A Patel
32019
Cell2sentence: Teaching large language models the language of biology
D Levine, S Lévy, SA Rizvi, N Pallikkavaliyaveetil, X Chen, D Zhang, ...
bioRxiv, 2023.09. 11.557287, 2023
22023
Continuous Spatiotemporal Transformer
AH de Oliveira Fonseca, E Zappala, JO Caro, D van Dijk
1*2023
Towards causally linking architectural parametrizations to algorithmic bias in neural networks
H Liang, JO Caro, V Maheshri, AB Patel, G Balakrishnan
arXiv preprint arXiv:2302.03750, 2023
12023
AMPNet: Attention as Message Passing for Graph Neural Networks
SA Rizvi, N Nguyen, H Lyu, B Christensen, JO Caro, AHO Fonseca, ...
arXiv preprint arXiv:2210.09475, 2022
12022
Learning from biological systems how to regularize machine-learning
A Tolias, Z Li, Z Pitkow, JO Caro, A Patel, J Reimer, M Bethge, F Sinz
US Patent App. 17/641,259, 2022
12022
Linking Convolutional Kernel Size to Generalization Bias in Face Analysis CNNs
H Liang, JO Caro, V Maheshri, AB Patel, G Balakrishnan
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
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Artikkelit 1–14