ML Anthology

Ortiz-Jimenez, Guillermo

12 publications

ICLR 2025 LiNeS: Post-Training Layer Scaling Prevents Forgetting and Enhances Model Merging Ke Wang, Nikolaos Dimitriadis, Alessandro Favero, Guillermo Ortiz-Jimenez, François Fleuret, Pascal Frossard
AISTATS 2025 On the Difficulty of Constructing a Robust and Publicly-Detectable Watermark Jaiden Fairoze, Guillermo Ortiz-Jimenez, Mel Vecerik, Somesh Jha, Sven Gowal
ICML 2024 Localizing Task Information for Improved Model Merging and Compression Ke Wang, Nikolaos Dimitriadis, Guillermo Ortiz-Jimenez, François Fleuret, Pascal Frossard
ICML 2024 Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels Ke Wang, Guillermo Ortiz-Jimenez, Rodolphe Jenatton, Mark Collier, Efi Kokiopoulou, Pascal Frossard
TMLR 2023 Catastrophic Overfitting Can Be Induced with Discriminative Non-Robust Features Guillermo Ortiz-Jimenez, Pau de Jorge, Amartya Sanyal, Adel Bibi, Puneet K. Dokania, Pascal Frossard, Grégory Rogez, Philip Torr
NeurIPS 2023 Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models Guillermo Ortiz-Jimenez, Alessandro Favero, Pascal Frossard
ICML 2023 When Does Privileged Information Explain Away Label Noise? Guillermo Ortiz-Jimenez, Mark Collier, Anant Nawalgaria, Alexander Nicholas D’Amour, Jesse Berent, Rodolphe Jenatton, Efi Kokiopoulou
CVPR 2022 A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce, Guillermo Ortiz-Jiménez, Beril Besbinar, Pascal Frossard
ECCV 2022 PRIME: A Few Primitives Can Boost Robustness to Common Corruptions Apostolos Modas, Rahul Rade, Guillermo Ortiz-Jiménez, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
NeurIPS 2021 What Can Linearized Neural Networks Actually Say About Generalization? Guillermo Ortiz-Jimenez, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
NeurIPS 2020 Hold Me Tight! Influence of Discriminative Features on Deep Network Boundaries Guillermo Ortiz-Jimenez, Apostolos Modas, Seyed-Mohsen Moosavi, Pascal Frossard
NeurIPS 2020 Neural Anisotropy Directions Guillermo Ortiz-Jimenez, Apostolos Modas, Seyed-Mohsen Moosavi, Pascal Frossard