Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels

• Main Authors: Kalluri, Tarun, Chandraker, Manmohan
• Format: Journal Article
• Language: English
• Published: 04.08.2022
• Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Learning

Domain adaptation for semantic segmentation across datasets consisting of the same categories has seen several recent successes. However, a more general scenario is when the source and target datasets correspond to non-overlapping label spaces. For example, categories in segmentation datasets change...