| 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 | 236 | 2018 |
| 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 | 29 | 2023 |
| 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 | 20* | 2022 |
| 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 | 13 | 2023 |
| 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 | 12* | 2020 |
| Neural integral equations E Zappala, AHO Fonseca, JO Caro, D van Dijk arXiv preprint arXiv:2209.15190, 2022 | 9 | 2022 |
| Continuous spatiotemporal transformer AH de Oliveira Fonseca, E Zappala, JO Caro, D Van Dijk | 7* | 2023 |
| 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 | 5 | 2023 |
| 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 | 5 | 2022 |
| Learning integral operators via neural integral equations E Zappala, AHO Fonseca, JO Caro, AH Moberly, MJ Higley, J Cardin, ... Nature Machine Intelligence, 1-17, 2024 | 1 | 2024 |
| 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 | 1 | 2023 |
| 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 | 1 | 2022 |
| 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 | 1 | 2022 |
| Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples JO Caro, Y Ju, R Pyle, S Dey, W Brendel, F Anselmi, AB Patel Frontiers in Computational Neuroscience 18, 1387077, 2024 | | 2024 |
| 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 |
