A decoupled learning framework for contrastive learning

• المؤلف الرئيسي: Xu, Yicheng
• مؤلفون آخرون: Lin Zhiping
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/163711

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...