2018
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN
NeurIPS 2018poster
In this paper, we propose a novel regularization method for Generative Adversarial Networks that allows the model to learn discriminative yet compact binary representations of image patches (image descriptors). We exploit the dimensionality reduction that takes place in the intermediate layers of th…