Understanding the Regularity of Self-Attention with Optimal Transport. - Valérie Castin; Pierre Ablin; Gabriel Peyré (CoRR, 2023)

How Smooth Is Attention? - Valérie Castin; Pierre Ablin; Gabriel Peyré (ICML, 2024)

A Unified Perspective on the Dynamics of Deep Transformers. - Valérie Castin; Pierre Ablin; José Antonio Carrillo 001; Gabriel Peyré (CoRR, 2025)