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cs.CV2011★ 1 cited
Anti-sparse coding for approximate nearest neighbor search
Hervé Jégou, Teddy Furon, Jean-Jacques Fuchs
This paper proposes a binarization scheme for vectors of high dimension based on the recent concept of anti-sparse coding, and shows its excellent performance for approximate neare…
cs.IR2011★ 34 cited
Searching in one billion vectors: re-rank with source coding
Hervé Jégou, Romain Tavenard, Matthijs Douze +1
Recent indexing techniques inspired by source coding have been shown successful to index billions of high-dimensional vectors in memory. In this paper, we propose an approach that…