A decoupled learning framework for contrastive learning

• Main Author: Xu, Yicheng
• Other Authors: Lin Zhiping
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/163711
• Institution: Nanyang Technological University

Contrastive Learning (CL) has attracted much attention in recent years because various self-supervised models based on CL achieve comparable performance to supervised models. Nevertheless, most CL frameworks require large batch size during the training progress for taking more negative samples in...