Open AccessRanking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives
Author(s) -
David T. Hoffmann,
Nadine Behrmann,
Jüergen Gall,
Thomas Brox,
Mehdi Noroozi
Publication year - 2022
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v36i1.19972
Subject(s) - artificial intelligence , pattern recognition (psychology) , computer science , ranking (information retrieval) , embedding , binary classification , similarity (geometry) , boosting (machine learning) , false positive paradox , noise (video) , contrast (vision) , machine learning , binary number , mathematics , image (mathematics) , support vector machine , arithmetic