A decoupled learning framework for contrastive learning

• 主要作者: Xu, Yicheng
• 其他作者: Lin Zhiping
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• 在線閱讀: https://hdl.handle.net/10356/163711
• 機構: 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...