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US Patent 10102277 Bayesian visual interactive search

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10102277
Patent Inventor Names
Diego Guy M. Legrand0
Nigel Duffy0
Olivier Francon0
Philip M. Long0
Date of Patent
October 16, 2018
Patent Application Number
15373897
Date Filed
December 9, 2016
Patent Citations Received
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US Patent 12061644 Image retrieval system and image retrieval method
0
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US Patent 10503765 Visual interactive search
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US Patent 10606883 Selection of initial document collection for visual interactive search
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US Patent 10755142 Automated and unsupervised generation of real-world training data
0
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US Patent 10755144 Automated and unsupervised generation of real-world training data
0
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US Patent 10909459 Content embedding using deep metric learning algorithms
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US Patent 11995559 Enhancing evolutionary optimization in uncertain environments by allocating evaluations via multi-armed bandit algorithms
0
Patent Primary Examiner
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Alicia Willoughby
Patent abstract

A method for identifying a desired document is provided to include calculating a Prior probability score for each document of a candidate list including a portion of documents of an embedding space, the Prior probability score indicating a preliminary probability, for each document of the candidate list, that the document is the desired document, and identifying an initial (i=0) collection of N0>1 candidate documents from the candidate list in dependence on the calculated Prior probability scores, the initial collection of candidate documents having fewer documents than the candidate list. The method further includes, for each i'th iteration in a plurality of iterations, beginning with a first iteration (i=1) and in response to user selection of an i'th selected document from the (i−1)'th collection of candidate documents, identifying an i'th collection of Ni>1 candidate documents from the candidate list in dependence on Posterior probability scores.

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