211 citations · 920 across the 78 of their papers we have counts for
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stat.ML2018
Spreading vectors for similarity search
Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid +1
Discretizing multi-dimensional data distributions is a fundamental step of modern indexing methods. State-of-the-art techniques learn parameters of quantizers on training data for…
stat.ML2018
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis
Daan Wynen, Cordelia Schmid, Julien Mairal
In this paper, we introduce an unsupervised learning approach to automatically discover, summarize, and manipulate artistic styles from large collections of paintings. Our method i…