1 code implementation • 2 Jan 2019 • Michal Koperski, Tomasz Konopczynski, Rafał Nowak, Piotr Semberecki, Tomasz Trzcinski
In this paper, we propose a novel method to incorporate partial evidence in the inference of deep convolutional neural networks.
Ranked #1 on
Semantic Segmentation
on PASCAL VOC 2011 test
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).