Self-supervised and supervised contrastive learning

• المؤلف الرئيسي: Tan, Alvin De Jun
• مؤلفون آخرون: Yeo Chai Kiat
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/166289

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...