Streaming Binary Sketching based on Subspace Tracking and Diagonal Uniformization

22 May 2017Anne MorvanAntoine SouloumiacCédric Gouy-PaillerJamal Atif

In this paper, we address the problem of learning compact similarity-preserving embeddings for massive high-dimensional streams of data in order to perform efficient similarity search. We present a new online method for computing binary compressed representations -sketches- of high-dimensional real feature vectors... (read more)

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