107 citations · 167 across the 9 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 7 cited
GANosaic: Mosaic Creation with Generative Texture Manifolds
Nikolay Jetchev, Urs Bergmann, Calvin Seward
This paper presents a novel framework for generating texture mosaics with convolutional neural networks. Our method is called GANosaic and performs optimization in the latent noise…
stat.ML2017
The Conditional Analogy GAN: Swapping Fashion Articles on People Images
Nikolay Jetchev, Urs Bergmann
We present a novel method to solve image analogy problems : it allows to learn the relation between paired images present in training data, and then generalize and generate images…
cs.CV2017★ 23 cited
Learning Texture Manifolds with the Periodic Spatial GAN
Urs Bergmann, Nikolay Jetchev, Roland Vollgraf
This paper introduces a novel approach to texture synthesis based on generative adversarial networks (GAN) (Goodfellow et al., 2014). We extend the structure of the input noise dis…