AI RESEARCH
Cross-Domain Few-Shot Segmentation via Ordinary Differential Equations over Time Intervals
arXiv CS.CV
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ArXi:2509.01299v2 Announce Type: replace Cross-domain few-shot segmentation (CD-FSS) aims to segment unseen categories with very limited samples while alleviating the negative effects of domain shift between the source and target domains. At present, existing CD-FSS studies typically rely on multiple independent modules to enhance cross-domain adaptability. However, the independence among these modules hinders the effective flow of knowledge, making it difficult to fully leverage their collective potential.