Privacy Aware Feature Level Domain Adaptation for Training Deep Vision Models With Private Medical Stethoscope Dataset

• Main Authors: Lee, Kyungchae, Tan, Ying Hui, Chuah, Joon Huang, Youn, Chan-Hyun
• Format: Article
• Published: Institute of Electrical and Electronics Engineers 2024
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.um.edu.my/47092/; https://doi.org/10.1109/ACCESS.2024.3466226
• Institution: Universiti Malaya

Source-Free Domain Adaptation (SFDA) is an important research topic in domains with data privacy concerns. Existing SFDA studies have successfully achieved domain adaptation without revealing source domain data, significantly reducing the possibility of privacy leaks. However, complete SFDA (cSFDA),...