Search Results for author: Piotr Semberecki

Found 2 papers, 2 papers with code

BinGAN: Learning Compact Binary Descriptors with a Regularized GAN

1 code implementation NeurIPS 2018 Maciej Zieba, Piotr Semberecki, Tarek El-Gaaly, Tomasz Trzcinski

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 image patches (image descriptors).

Dimensionality Reduction Retrieval

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