Canonical foliations of neural networks: application to robustness. - Eliot Tron; Nicolas Couellan; Stéphane Puechmorel (CoRR, 2022)

Manifold Learning via Foliations and Knowledge Transfer. - Eliot Tron; E. Fioresi (CoRR, 2024)

Cartan moving frames and the data manifolds. - Eliot Tron; Rita Fioresi; Nicolas Couellan; Stéphane Puechmorel (CoRR, 2024)

Adversarial attacks on neural networks through canonical Riemannian foliations. - Eliot Tron; Nicolas Couëllan; Stéphane Puechmorel (Mach. Learn., 2024)