Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models G Ortiz-Jimenez*, A Favero*, P Frossard Advances in Neural Information Processing Systems 36, 66727-66754, 2024 | 23 | 2024 |
Locality defeats the curse of dimensionality in convolutional teacher-student scenarios A Favero*, F Cagnetta*, M Wyart Advances in Neural Information Processing Systems 34, 9456-9467, 2021 | 19 | 2021 |
Relative stability toward diffeomorphisms indicates performance in deep nets L Petrini, A Favero, M Geiger, M Wyart Advances in Neural Information Processing Systems 34, 8727-8739, 2021 | 14 | 2021 |
What Can Be Learnt With Wide Convolutional Neural Networks? F Cagnetta*, A Favero*, M Wyart International Conference on Machine Learning, PMLR 202, 3347-3379, 2023 | 11 | 2023 |
How Deep Neural Networks Learn Compositional Data: The Random Hierarchy Model F Cagnetta, L Petrini, UM Tomasini, A Favero, M Wyart arXiv preprint arXiv:2307.02129, 2023 | 5* | 2023 |
Multi-Modal Hallucination Control by Visual Information Grounding A Favero, L Zancato, M Trager, S Choudhary, P Perera, A Achille, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data A Sclocchi, A Favero, M Wyart arXiv preprint arXiv:2402.16991, 2024 | 1 | 2024 |
Statistical Mechanics of Infinitely-Wide Convolutional Networks A Favero, F Cagnetta, M Wyart American Physical Society March Meeting Abstracts 2023, D02. 006, 2023 | | 2023 |
Diffeomorphisms invariance is a proxy of performance in deep neural networks L Petrini, A Favero, M Geiger, M Wyart American Physical Society March Meeting Abstracts 2023, Q53. 013, 2023 | | 2023 |
Locality defeats the curse of dimensionality in convolutional teacher-student scenarios* A Favero, F Cagnetta, M Wyart Journal of Statistical Mechanics: Theory and Experiment 2022 (11), 114012, 2022 | | 2022 |
Relative stability toward diffeomorphisms indicates performance in deep nets L Petrini, A Favero, M Geiger, M Wyart Journal of Statistical Mechanics: Theory and Experiment 2022 (11), 114013, 2022 | | 2022 |
Spectral analysis of infinitely wide convolutional neural networks A Favero, A Braunstein Politecnico di Torino, 2020 | | 2020 |