When contrastive learning meets clustering : explore inter-image contrast for image representation learning

• Main Author: Li, Shenggui
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/148079
• Institution: Nanyang Technological University

Self-supervised learning has gained immense popularity in the research field of deep learning as it gets rid of the effort to label vast amounts of data. Among self-supervised learning methods, contrastive learning is a paradigm which has demonstrated high potentials in representation learning. Rece...