2025
Global Convergence in Neural ODEs: Impact of Activation Functions
ICLR 2025oral
Neural Ordinary Differential Equations (ODEs) have been successful in various applications due to their continuous nature and parameter-sharing efficiency. However, these unique characteristics also introduce challenges in training, particularly with respect to gradient computation accuracy and conv…