Improving self-supervision in video representation learning

• Main Author: Liu, Hualin
• Other Authors: Zhang Hanwang
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/152209
• Institution: Nanyang Technological University

With the rapid advancement of deep learning techniques in computer vision, researchers have achieved high performance in video related downstream tasks such as action classification and action detection. However, a pressing issue in this field is the scarcity of labeled data. A video contains hundre...