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On Compositions of Transformations in Contrastive Self-Supervised Learning
Mandela Patrick
, Yuki M. Asano
, Polina Kuznetsova
,
Ruth Fong
, João F. Henriques
, Geoffrey Zweig
, Andrea Vedaldi
Research output
:
Chapter in Book/Report/Conference proceeding
›
Conference contribution
38
Scopus citations
Overview
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Keyphrases
Supervised Contrastive Learning
100%
Formal Requirements
50%
Content-preserving
50%
Generalized Transformation
50%
SimCLR
50%
Computer Science
Formal Requirement
50%
Video Representation
50%
Audio Analysis
50%