Guillermo Ortiz-Jiménez
École Polytechnique Fédérale de Lausanne
H-index: 11
Europe-Switzerland
Top articles of Guillermo Ortiz-Jiménez
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
When does Privileged Information Explain Away Label Noise? | Guillermo Ortiz-Jimenez* Mark Collier* Anant Nawalgaria Alexander D'Amour Jesse Berent | 2023/3/3 | |
The inductive bias of deep learning: Connecting weights and functions | Guillermo Ortiz-Jimenez | 2023/12/5 | |
Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels | arXiv preprint arXiv:2310.06600 | Ke Wang Guillermo Ortiz-Jimenez Rodolphe Jenatton Mark Collier Efi Kokiopoulou | 2023/10/10 |
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models | Guillermo Ortiz-Jimenez* Alessandro Favero* Pascal Frossard | 2023/5/22 | |
Catastrophic overfitting can be induced with discriminative non-robust features | Transactions on Machine Learning Research | Guillermo Ortiz-Jimenez Pau de Jorge Amartya Sanyal Adel Bibi Puneet K Dokania | 2023/5/12 |
On the benefits of knowledge distillation for adversarial robustness | arXiv preprint arXiv:2203.07159 | Javier Maroto Guillermo Ortiz-Jiménez Pascal Frossard | 2022/3/14 |
A neural anisotropic view of underspecification in deep learning | Guillermo Ortiz-Jimenez Itamar Franco Salazar-Reque Apostolos Modas Seyed-Mohsen Moosavi-Dezfooli Pascal Frossard | 2021/4/29 | |
PRIME: A Few Primitives Can Boost Robustness to Common Corruptions | European Conference on Computer Vision (ECCV) | Apostolos Modas* Rahul Rade* Guillermo Ortiz-Jiménez Seyed-Mohsen Moosavi-Dezfooli Pascal Frossard | 2021/12/27 |
A Structured Dictionary Perspective on Implicit Neural Representations | Gizem Yüce* Guillermo Ortiz-Jiménez* Beril Besbinar Pascal Frossard | 2021/12/3 | |
What can linearized neural networks actually say about generalization? | Guillermo Ortiz-Jiménez Seyed-Mohsen Moosavi-Dezfooli Pascal Frossard | 2021/6/12 | |
On the choice of graph neural network architectures | Clément Vignac Guillermo Ortiz-Jiménez Pascal Frossard | 2020/5/4 | |
Hold me tight! Influence of discriminative features on deep network boundaries | Guillermo Ortiz-Jimenez* Apostolos Modas* Seyed-Mohsen Moosavi-Dezfooli Pascal Frossard | 2020/2/15 | |
Optimism in the face of adversity: Understanding and improving deep learning through adversarial robustness | Proceedings of the IEEE 109 (5) | Guillermo Ortiz-Jiménez Apostolos Modas Seyed-Mohsen Moosavi-Dezfooli Pascal Frossard | 2020/10/19 |
Redundant features can hurt robustness to distribution shift | Guillermo Ortiz-Jiménez* Apostolos Modas* Seyed-Mohsen Moosavi-Dezfooli Pascal Frossard | 2020/7/17 | |
Neural Anisotropy Directions | Guillermo Ortiz-Jimenez* Apostolos Modas* Seyed-Mohsen Moosavi-Dezfooli Pascal Frossard | 2020/6/17 | |
Forward-backward splitting for optimal transport based problems | Guillermo Ortiz-Jiménez Mireille El Gheche Effrosyni Simou Hermina Petric Maretić Pascal Frossard | 2020/5/4 |
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