An adaptive dropout based deep metric learning algorithm

• 主要作者: Tan, Ronald Tay Siang
• 其他作者: Zhang Jie
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• 在線閱讀: https://hdl.handle.net/10356/156649

The key idea of Deep Metric Learning (DML) is to learn a set of hierarchical non-linear mappings using deep neural networks, and then project the data samples into a new feature space for comparing or matching. As its name suggest, DML is a combination of deep learning and metric learning. Deep lear...