Semi-supervised domain generalization with stochastic styleMatch

• Main Authors: Zhou, Kaiyang, Loy, Chen Change, Liu, Ziwei
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Semi-Supervised Domain Generalization; Image Recognition
• Online Access: https://hdl.handle.net/10356/170127
• Institution: Nanyang Technological University

Ideally, visual learning algorithms should be generalizable, for dealing with any unseen domain shift when deployed in a new target environment; and data-efficient, for reducing development costs by using as little labels as possible. To this end, we study semi-supervised domain generalization (SSDG...