Scaling the Scattering Transform: Deep Hybrid Networks

Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko

We use the scattering network as a generic and fixed ini-tialization of the first layers of a supervised hybrid deep network. We show that early layers do not necessarily need to b…