Search Results for author: Christian Bracher

Found 3 papers, 1 papers with code

Grid Partitioned Attention: Efficient TransformerApproximation with Inductive Bias for High Resolution Detail Generation

1 code implementation8 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.

Conditional Image Generation Deep Attention +1

An LSTM-Based Dynamic Customer Model for Fashion Recommendation

no code implementations24 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.

Collaborative Filtering

Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mapping

no code implementations8 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.

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