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cs.CV2023★ 5 cited
RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network
Xinyang Huang, Chuang Zhu, Wenkai Chen
Cross-domain few-shot segmentation (CD-FSS) aims to achieve semantic segmentation in previously unseen domains with a limited number of annotated samples. Although existing CD-FSS…
cs.CV2023
Semi-supervised Domain Adaptation via Prototype-based Multi-level Learning
Xinyang Huang, Chuang Zhu, Wenkai Chen
In semi-supervised domain adaptation (SSDA), a few labeled target samples of each class help the model to transfer knowledge representation from the fully labeled source domain to…