no code implementations • ICLR 2018 • Bo Chang, Lili Meng, Eldad Haber, Frederick Tung, David Begert
Deep residual networks (ResNets) and their variants are widely used in many computer vision applications and natural language processing tasks.
2 code implementations • 12 Sep 2017 • Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham
In this work, we interpret deep residual networks as ordinary differential equations (ODEs), which have long been studied in mathematics and physics with rich theoretical and empirical success.
Ranked #49 on Image Classification on STL-10