All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation
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Author / Creator
Sun, Weixuan , Zhang, Yanhao , Qin, Zhen , Liu, Zheyuan , Cheng, Lin , Wang, Fanyi , Zhong, Yiran and Barnes, Nick
Publisher
Ithaca: Cornell University Library, arXiv.org
Journal title
Language
English
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Publisher
Ithaca: Cornell University Library, arXiv.org
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Contents
In this work, we propose a new transformer-based regularization to better localize objects for Weakly supervised semantic segmentation (WSSS). In image-level WSSS, Class Activation Map (CAM) is adopted to generate object localization as pseudo segmentation labels. To address the partial activation issue of the CAMs, consistency regularization is em...
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Full title
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation
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Record Identifier
TN_cdi_proquest_journals_2847993503
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2847993503
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E-ISSN
2331-8422
