BinGAN: Learning Compact Binary Descriptors with a Regularized GAN

Maciej Zieba, Piotr Semberecki, Tarek El-Gaaly, Tomasz Trzcinski

Neural Information Processing Systems 

We adjust this regularization term so that it concentrates on increasing the entropy of the particular pairs of binary vectors that are not correlated in high-dimensional space.

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