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cs.IR2026
Cluster with Auctions for Vector Search
Swann Bessa, Pierre Fernandez, Gergely Szilvasy +2
Large-scale approximate nearest neighbor search commonly relies on partitions for indexing: database vectors are partitioned into clusters, and for each query a probing function se…
cs.IR2022
Active Image Indexing
Pierre Fernandez, Matthijs Douze, Hervé Jégou +1
Image copy detection and retrieval from large databases leverage two components. First, a neural network maps an image to a vector representation, that is relatively robust to vari…