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

• 主要作者: Li, Shenggui
• 其他作者: Chen Change Loy
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/148079
• 機構: 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...