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Josue Ortega Caro
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2020 – today
- 2024
- [j5]Josue Ortega Caro, Yilong Ju
, Ryan Pyle, Sourav Dey, Wieland Brendel, Fabio Anselmi, Ankit B. Patel:
Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples. Frontiers Comput. Neurosci. 18 (2024) - [j4]Emanuele Zappala
, Antonio Henrique de Oliveira Fonseca, Josue Ortega Caro
, Andrew Henry Moberly, Michael James Higley, Jessica A. Cardin, David van Dijk
:
Learning integral operators via neural integral equations. Nat. Mac. Intell. 6(9): 1046-1062 (2024) - [c4]Josue Ortega Caro, Antonio Henrique de Oliveira Fonseca, Syed Asad Rizvi, Matteo Rosati, Christopher L. Averill, James Cross, Prateek Mittal
, Emanuele Zappala, Rahul Madhav Dhodapkar, Chadi Abdallah, David van Dijk:
BrainLM: A foundation model for brain activity recordings. ICLR 2024 - [c3]Daniel LeVine, Syed Asad Rizvi, Sacha Lévy, Nazreen Pallikkavaliyaveetil, David Zhang, Xingyu Chen, Sina Ghadermarzi, Ruiming Wu, Zihe Zheng, Ivan Vrkic, Anna Zhong, Daphne Raskin, Insu Han, Antonio Henrique de Oliveira Fonseca, Josue Ortega Caro, Amin Karbasi, Rahul Madhav Dhodapkar, David van Dijk:
Cell2Sentence: Teaching Large Language Models the Language of Biology. ICML 2024 - [c2]Hao Liang, Josue Ortega Caro, Vikram Maheshri, Ankit B. Patel, Guha Balakrishnan:
Linking convolutional kernel size to generalization bias in face analysis CNNs. WACV 2024: 4693-4703 - 2023
- [j3]Zhe Li
, Josue Ortega Caro
, Evgenia Rusak
, Wieland Brendel, Matthias Bethge, Fabio Anselmi
, Ankit B. Patel
, Andreas S. Tolias
, Xaq Pitkow:
Robust deep learning object recognition models rely on low frequency information in natural images. PLoS Comput. Biol. 19(3) (2023) - [c1]Antonio Henrique de Oliveira Fonseca, Emanuele Zappala, Josue Ortega Caro, David van Dijk
:
Continuous Spatiotemporal Transformer. ICML 2023: 7343-7365 - [i8]Antonio Henrique de Oliveira Fonseca, Emanuele Zappala, Josue Ortega Caro
, David van Dijk:
Continuous Spatiotemporal Transformers. CoRR abs/2301.13338 (2023) - [i7]Hao Liang, Josue Ortega Caro, Vikram Maheshri
, Ankit B. Patel, Guha Balakrishnan:
Towards causally linking architectural parametrizations to algorithmic bias in neural networks. CoRR abs/2302.03750 (2023) - 2022
- [j2]Nikos Karantzas, Emma Besier, Josue Ortega Caro
, Xaq Pitkow, Andreas S. Tolias, Ankit B. Patel, Fabio Anselmi:
Understanding Robustness and Generalization of Artificial Neural Networks Through Fourier Masks. Frontiers Artif. Intell. 5 (2022) - [j1]Justin Sahs, Ryan Pyle
, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Fabio Anselmi, Ankit B. Patel:
Shallow Univariate ReLU Networks as Splines: Initialization, Loss Surface, Hessian, and Gradient Flow Dynamics. Frontiers Artif. Intell. 5: 889981 (2022) - [i6]Nikos Karantzas, Emma Besier, Josue Ortega Caro, Xaq Pitkow, Andreas S. Tolias, Ankit B. Patel, Fabio Anselmi:
Understanding robustness and generalization of artificial neural networks through Fourier masks. CoRR abs/2203.08822 (2022) - [i5]Emanuele Zappala
, Antonio Henrique de Oliveira Fonseca, Josue Ortega Caro, David van Dijk:
Neural Integral Equations. CoRR abs/2209.15190 (2022) - [i4]Syed Asad Rizvi, Nhi Nguyen, Haoran Lyu, Ben Christensen, Josue Ortega Caro, Emanuele Zappala
, Maria Brbic, Rahul Madhav Dhodapkar, David van Dijk:
AMPNet: Attention as Message Passing for Graph Neural Networks. CoRR abs/2210.09475 (2022) - 2020
- [i3]Josue Ortega Caro, Yilong Ju, Ryan Pyle, Ankit B. Patel:
Using Learning Dynamics to Explore the Role of Implicit Regularization in Adversarial Examples. CoRR abs/2006.11440 (2020) - [i2]Justin Sahs, Ryan Pyle, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Ankit B. Patel:
Shallow Univariate ReLu Networks as Splines: Initialization, Loss Surface, Hessian, & Gradient Flow Dynamics. CoRR abs/2008.01772 (2020)
2010 – 2019
- 2017
- [i1]Hanlin Tang, Bill Lotter, Martin Schrimpf, Ana Paredes, Josue Ortega Caro, Walter Hardesty, David D. Cox, Gabriel Kreiman:
Recurrent computations for visual pattern completion. CoRR abs/1706.02240 (2017)
Coauthor Index

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