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cs.CV2024
Vector search with small radiuses
Gergely Szilvasy, Pierre-Emmanuel Mazaré, Matthijs Douze
In recent years, the dominant accuracy metric for vector search is the recall of a result list of fixed size (top-k retrieval), considering as ground truth the exact vector retriev…
cs.CV2023
DeDrift: Robust Similarity Search under Content Drift
Dmitry Baranchuk, Matthijs Douze, Yash Upadhyay +1
The statistical distribution of content uploaded and searched on media sharing sites changes over time due to seasonal, sociological and technical factors. We investigate the impac…