Systems and methods for contrastive learning with self-labeling refinement

Embodiments described herein provide a contrastive learning mechanism with self - labeling refinement , which iteratively employs the network and data themselves to generate more accurate and informative soft labels for contrastive learning . Specifically , the contrastive learning framework include...

Full description

Saved in:
Bibliographic Details
Main Authors: ZHOU, Pan, XIONG, Caiming, HOI, Steven
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/9806
https://ink.library.smu.edu.sg/context/sis_research/article/10806/viewcontent/2022_US_Patent_Contrastive_Learning.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English