4 citations · 4 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 4 cited
Learning to Route in Similarity Graphs
Dmitry Baranchuk, Dmitry Persiyanov, Anton Sinitsin +1
Recently similarity graphs became the leading paradigm for efficient nearest neighbor search, outperforming traditional tree-based and LSH-based methods. Similarity graphs perform…
cs.CV2016
Pairwise Quantization
Artem Babenko, Relja Arandjelović, Victor Lempitsky
We consider the task of lossy compression of high-dimensional vectors through quantization. We propose the approach that learns quantization parameters by minimizing the distortion…