Disentangled image representation: from affine transforms to facial attributes

• Main Author: Liu, Letao
• Other Authors: Jiang Xudong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/166053
• Institution: Nanyang Technological University

Deep learning has shown unprecedented performance on computer vision tasks in recent years. One of the foundations of deep learning is the large datasets with human annotations. However, the datasets with human annotations are born with natural drawbacks. First, the cost of human annotations is e...