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UID:367@lincs.fr
DTSTART;TZID=Europe/Paris:20180514T140000
DTEND;TZID=Europe/Paris:20180514T143000
DTSTAMP:20180515T060358Z
URL:https://www.lincs.fr/events/building-and-exploiting-large-graphs-conne
 cting-images/
SUMMARY:Building and exploiting large graphs connecting images
DESCRIPTION:In this talk\, I will present recent works on large-scale
 similarity search\, and show that it is possible to build a graph
 connecting up to one billion of images on a regular server\, assuming that
 a vector representation is provided for each image. In particular\, I will
 introduce a new method based on hierarchical navigable small words graph\,
 which explicitly exploits the graph structure in the encoding stage
 (compression) of each vector so that the indexing structure can fit into
 memory. I will then discuss applications involving large graphs\, including
 semi-supervised classification and unsupervised learning.
CATEGORIES:Seminars,Youtube
LOCATION:LINCS / EIT Digital\, 23 avenue d'Italie\, 75013 Paris\, France
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=23 avenue d'Italie\, 75013
 Paris\, France;X-APPLE-RADIUS=100;X-TITLE=LINCS / EIT Digital:geo:0,0
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TZID:Europe/Paris
X-LIC-LOCATION:Europe/Paris
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DTSTART:20180325T030000
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
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