Giulio Biroli

Full Professor, Ecole Normale Superieure

Joined

July 2019

Names

Giulio Biroli

Emails

****@phys.ens.fr (Confirmed)

Personal Links

Career & Education History

Full Professor

Ecole Normale Superieure (ens.fr)

2011 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Overshoot and Shrinkage in Classifier-Free Guidance: From Theory to Practice
Krunoslav Lehman Pavasovic, Jakob Verbeek, Giulio Biroli, Marc Mezard
- ICLR 2026 Poster
- Readers: Everyone
Riemannian Stochastic Interpolants for Amorphous Particle Systems
Louis Grenioux, Leonardo Galliano, Ludovic Berthier, Giulio Biroli, Marylou Gabrié
- Submitted to ICLR 2026
- Readers: Everyone
Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in Training
Tony Bonnaire, Raphaël Urfin, Giulio Biroli, Marc Mezard
- NeurIPS 2025 oral
- Readers: Everyone
A Differentiable Rank-Based Objective for Better Feature Learning
Krunoslav Lehman Pavasovic, Giulio Biroli, Levent Sagun
- ICLR 2025 Poster
- Readers: Everyone
Cascade of phase transitions in the training of Energy-based models
Aurélien Decelle, Giulio Biroli, Beatriz Seoane, Dimitrios Bachtis
- Neurips2024
- Readers: Everyone
Cascade of phase transitions in the training of energy-based models
Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane
- NeurIPS 2024 poster
- Readers: Everyone
Transformed CNNs: recasting pre-trained convolutional layers with self-attention
Stéphane d'Ascoli, Levent Sagun, Giulio Biroli, Ari S. Morcos
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
On the interplay between data structure and loss function in classification problems
Stéphane d'Ascoli, Marylou Gabrié, Levent Sagun, Giulio Biroli
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Comparing Dynamics: Deep Neural Networks versus Glassy Systems
Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone

Co-Authors