Few-shot contrastive transfer learning with pretrained model for masked face verification

• Main Authors: Weng, Zhenyu, Zhuang, Huiping, Luo, Fulin, Li, Haizhou, Lin, Zhiping
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Face verification; Transfer learning
• Online Access: https://hdl.handle.net/10356/174467
• Institution: Nanyang Technological University

Face verification has seen remarkable progress that benefits from large-scale publicly available databases. However, it remains a challenge how to generalize a pretrained face verification model to a new scenario with a limited amount of data. In many real-world applications, the training datab...