Layer Folding: Neural Network Depth Reduction using Activation Linearization

1 code implementation • 17 Jun 2021 • Amir Ben Dror, Niv Zehngut, Avraham Raviv, Evgeny Artyomov, Ran Vitek, Roy Jevnisek

We apply our method to networks pre-trained on CIFAR-10 and CIFAR-100 and find that they can all be transformed into shallower forms that share a similar depth.

Matching Pixels Using Co-Occurrence Statistics

no code implementations • CVPR 2018 • Rotal Kat, Roy Jevnisek, Shai Avidan

We propose a new error measure for matching pixels that is based on co-occurrence statistics.

Image Registration Template Matching