Deep Residual Networks Learn the Geodesic Curve in the Wasserstein Space

Kuo Gai, Shihua Zhang

Recent studies revealed the mathematical connection between deep neural networks (DNNs) and dynamic systems. However, the specific dynamics that DNNs, especially deep residual netw…