Domain adaptation for video action recognition

• Main Author: Wang, Xiyu
• Other Authors: Mao Kezhi
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/172273
• Institution: Nanyang Technological University

Humans can effortlessly learn from a specific data distribution and generalize well to various situations without excessive supervision. In contrast, deep learning models often struggle to achieve similar generalization capabilities. This is primarily because deep models are trained with algorithms...