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Alessandro Favero
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Year
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
192024
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
162021
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
132021
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
82023
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
4*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
12024
A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data
A Sclocchi, A Favero, M Wyart
arXiv preprint arXiv:2402.16991, 2024
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
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
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Articles 1–11