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GANosaic - Mosaic Creation with Generative Texture Manifolds
Nikolay Jetchev · Urs Bergmann · Calvin Seward

Fri Dec 08 10:15 AM -- 10:20 AM (PST) @

Author Information

Nikolay Jetchev (Zalando SE)
Urs Bergmann (Zalando SE)
Calvin Seward (Institute for Machine LearningJohannes Kepler University Linz)

Calvin Seward is a Resarch Scientist in Zalando's Research Lab and PhD student under Prof. Dr. Sepp Hochreiter at the JKU Linz, working mainly on unsupervised and semi-supervised computer vision problems including classification, localization, semantic segmentation and image generation. The main line of attack for these problems is deep neural networks written in the Tensorflow framework and trained on GPU clusters. At the same time, he is involved in applying lessons from GPU-driven HPC computing and cutting edge Machine Learning to other fields of the Zalando universe. Past projects have included sizing solutions for online retail, warehouse management and recommendation systems.

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