Machine Learning, Neural Network Algorithm, Differential Equations.
transformation (solid curves). Because ResNets are not continuous transformations, they can jump around the vector field, allowing trajectories to cross each other. But with the continuous transformation, the trajectories cannot cross, as shown by the solid curves on the vector field. Thus Neural