Implicit regularization of deep residual networks towards neural ODEs

3 September 2023

Papers citing "Implicit regularization of deep residual networks towards neural ODEs"

5 / 5 papers shown

Title
Feedback Favors the Generalization of Neural ODEs Jindou Jia Zihan Yang Meng Wang Kexin Guo Jianfei Yang Xiang Yu Lei Guo OOD AI4CE 40 2 0 14 Oct 2024
Towards Understanding the Universality of Transformers for Next-Token Prediction Michael E. Sander Gabriel Peyré CML 39 0 0 03 Oct 2024
Understanding the training of infinitely deep and wide ResNets with Conditional Optimal Transport Raphael Barboni Gabriel Peyré Franccois-Xavier Vialard 37 3 0 19 Mar 2024
Generalization bounds for neural ordinary differential equations and deep residual networks P. Marion 30 18 0 11 May 2023
Scaling ResNets in the Large-depth Regime P. Marion Adeline Fermanian Gérard Biau Jean-Philippe Vert 26 16 0 14 Jun 2022