Explore the influential samples in domain generalization

• Main Author: Wu, Zike
• Other Authors: Hanwang Zhang
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/172753
• Institution: Nanyang Technological University

Domain Generalization (DG) aims to learn a model that generalizes in testing domains unseen from training. All DG methods assume that the domain-invariant features can be learned by discarding the domain-specific ones. However, in practice, the learned invariant features usually contain "spurio...