Summary

Residual connections smoothen the loss landscape of neural networks (1).

Figures

Ref (1)

1.
Li H, Xu Z, Taylor G, Studer C, Goldstein T. Visualizing the Loss Landscape of Neural Nets. Advances in Neural Information Processing Systems. 2018;31. Available from: https://proceedings.neurips.cc/paper/2018/hash/a41b3bb3e6b050b6c9067c67f663b915-Abstract.html