Is a
Patent attributes
Patent Applicant
Current Assignee
Patent Jurisdiction
Patent Number
Patent Inventor Names
Aaron Joseph Maschinot0
Yonglong Tian0
Prannay Khosla0
Piotr Teterwak0
Phillip John Isola0
Dilip Krishnan0
Chen Wang0
Ce Liu0
...
Date of Patent
May 31, 2022
0Patent Application Number
172359920
Date Filed
April 21, 2021
0Patent Citations
Patent Primary Examiner
The present disclosure provides an improved training methodology that enables supervised contrastive learning to be simultaneously performed across multiple positive and negative training examples. In particular, example aspects of the present disclosure are directed to an improved, supervised version of the batch contrastive loss, which has been shown to be very effective at learning powerful representations in the self-supervised setting. Thus, the proposed techniques adapt contrastive learning to the fully supervised setting and also enable learning to occur simultaneously across multiple positive examples.
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