What can linearized neural networks actually say about generalization?

von Ortiz-Jimenez, Guillermo
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 11 of 36 (2022)

HOLD ME TIGHT! INFLUENCE OF DISCRIMINATIVE FEATURES ON DEEP NETWORK BOUNDARIES

von Ortiz-Jimenez, Guillermo
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 4 of 27 (2021)

NEURAL ANISOTROPY DIRECTIONS

von Ortiz-Jimenez, Guillermo
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 22 of 27 (2021)

PRIME: A Few Primitives Can Boost Robustness to Common Corruptions

von Modas, Apostolos
Veröffentlicht in ECCV (17. : 2022 : Tel Aviv; Online) Computer vision – ECCV 2022 ; Part 25 (2022)