Search Results for author: Maciej Zieba

Found 4 papers, 3 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

Training Triplet Networks with GAN

5 code implementations6 Apr 2017 Maciej Zieba, Lei Wang

Triplet networks are widely used models that are characterized by good performance in classification and retrieval tasks.

General Classification Representation Learning +1

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