Cross-domain few-shot segmentation via iterative support-query correspondence mining

Cross-Domain Few-Shot Segmentation (CD-FSS) poses the challenge of segmenting novel categories from a distinct domain using only limited exemplars. In this paper, we undertake a comprehensive study of CD-FSS and uncover two crucial insights: (i) the necessity of a fine-tuning stage to effectively tr...

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Bibliographic Details
Main Authors: Nie, Jiahao, Xing, Yun, Zhang, Gongjie, Yan, Pei, Xiao, Aoran, Tan, Yap Peng, Kot, Alex Chichung, Lu, Shijian
Other Authors: Interdisciplinary Graduate School (IGS)
Format: Conference or Workshop Item
Language:English
Published: 2024
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Online Access:https://hdl.handle.net/10356/177386
https://openaccess.thecvf.com/CVPR2024?day=all
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Institution: Nanyang Technological University
Language: English
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