A weight-normalization based causal classifier for long-tailed classification

• 主要作者: An, Zheyuan
• 其他作者: Zhang Hanwang
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/148160

The success of deep learning techniques in computer vision is largely supported by the availability of large-scale datasets. However, it is difficult to maintain a balanced dataset as the dataset size grows because a few head classes will appear much more frequently compared to a large number of tai...