1 code implementation • 8 Jul 2021 • Nikolay Jetchev, Gökhan Yildirim, Christian Bracher, Roland Vollgraf
Attention is a general reasoning mechanism than can flexibly deal with image information, but its memory requirements had made it so far impractical for high resolution image generation.
no code implementations • 24 Aug 2017 • Sebastian Heinz, Christian Bracher, Roland Vollgraf
Online fashion sales present a challenging use case for personalized recommendation: Stores offer a huge variety of items in multiple sizes.
no code implementations • 8 Sep 2016 • Christian Bracher, Sebastian Heinz, Roland Vollgraf
Interpretation of the metric of these spaces is straightforward: The product of Fashion DNA and customer style vectors yields the forecast purchase likelihood for the customer-item pair, while the angle between Fashion DNA vectors is a measure of item similarity.