☆ 4.7 Article

COCM: Co-Occurrence-Based Consistency Matching in Domain-Adaptive Segmentation

MATHEMATICS (2022)

Partial Domain Adaptation on Semantic Segmentation

Yingjie Tian et al.

Summary: The research of semantic segmentation based on unsupervised domain adaptation addresses the issue of knowledge transfer between domains by reducing the high cost of manual annotation. Previous domain alignment strategies suffer from class asymmetry in practical training. By introducing partial domain adaptive method, category-level knowledge can be selectively learned to avoid negative transfer.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (2022)

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Proceedings Paper Computer Science, Artificial Intelligence