Fast Multiscale Diffusion On Graphs. - Sibylle Marcotte; Amélie Barbe; Rémi Gribonval; Titouan Vayer; Marc Sebban; Pierre Borgnat; Paulo Gonçalves 001 (ICASSP, 2022)

Abide by the law and follow the flow: conservation laws for gradient flows. - Sibylle Marcotte; Rémi Gribonval; Gabriel Peyré (NeurIPS, 2023)

Keep the Momentum: Conservation Laws beyond Euclidean Gradient Flows. - Sibylle Marcotte; Rémi Gribonval; Gabriel Peyré (ICML, 2024)

Transformative or Conservative? Conservation laws for ResNets and Transformers. - Sibylle Marcotte; Rémi Gribonval; Gabriel Peyré (CoRR, 2025)

Intrinsic training dynamics of deep neural networks. - Sibylle Marcotte; Gabriel Peyré; Rémi Gribonval (CoRR, 2025)