| 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 | 250 | 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 | 34 | 2023 |
| BrainLM: A foundation model for brain activity recordings JO Caro, AHO Fonseca, C Averill, SA Rizvi, M Rosati, JL Cross, P Mittal, ... bioRxiv, 2023.09. 12.557460, 2023 | 31* | 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 | 23* | 2022 |
| Neural integral equations E Zappala, AHO Fonseca, JO Caro, AH Moberly, MJ Higley, J Cardin, ... arXiv preprint arXiv:2209.15190, 2022 | 14 | 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 | 13* | 2024 |
| Cell2Sentence: teaching large language models the language of biology D Levine, SA Rizvi, S Lévy, N Pallikkavaliyaveetil, D Zhang, X Chen, ... BioRxiv, 2023.09. 11.557287, 2023 | 11 | 2023 |
| Continuous spatiotemporal transformer AH de Oliveira Fonseca, E Zappala, JO Caro, D Van Dijk | 9* | 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 | 6 | 2022 |
| 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 | 2* | 2024 |
| 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 | 2 | 2022 |
| 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 |