Disentangled image representation: from affine transforms to facial attributes

• المؤلف الرئيسي: Liu, Letao
• مؤلفون آخرون: Jiang Xudong
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/166053

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...