BinGAN: Learning Compact Binary Descriptors with a Regularized GAN

Maciej Zieba, Piotr Semberecki, Tarek El-Gaaly +1

In this paper, we propose a novel regularization method for Generative Adversarial Networks, which allows the model to learn discriminative yet compact binary representations of im…