Proximity Preserving Binary Code Using Signed Graph-Cut

Inbal Lavi
Inbal Lavi
Yoram Singer
Yoram Singer

national conference on artificial intelligence, 2020.

Cited by: 22|Views18

Abstract:

We introduce a binary embedding framework, called Proximity Preserving Code (PPC), which learns similarity and dissimilarity between data points to create a compact and affinity-preserving binary code. This code can be used to apply fast and memory-efficient approximation to nearest-neighbor searches. Our framework is flexible, enabling...More

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