Self-supervised and supervised contrastive learning

• 主要作者: Tan, Alvin De Jun
• 其他作者: Yeo Chai Kiat
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/166289
• 機構: Nanyang Technological University

There has been a recent surge in the interest in contrastive learning due to its success in self-supervised learning for vision related tasks. The main goal of contrastive learning is to guide a model to learn an embedding space, where samples from the same class will be pulled closer together and s...