ICLR2025
Accelerating Neural ODEs: A Variational Formulation-based Approach
Hongjue Zhao, Yuchen Wang, Hairong Qi, Zijie Huang, Han Zhao, Lui Sha, Huajie Shao
Abstract
Background: Neural ODEs • Neural ODE: → the vector field is parameterized using DNNs • ODE-Solver-Based Training Methods: • Forward Pass: using off-the-shelf numerical ODE solvers