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Algorithms for large-scale multi-codebook quantization

Published in Open Collections • Jan 1, 2018
NobleIDNI3P00W35R45S78
Authors:
Julieta Martinez-Covarrubias

Abstract

Combinatorial vector compression is the task of expressing a set of vectors as accurately as possible in terms of discrete entries in multiple bases. The problem is of interest in the context of large-scale similarity search, as it provides a memory-efficient, yet ready-to-use compact representation...

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