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Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation


Aug 21, 2022
Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi

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* 18 pages, 18 tables 

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RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning


Aug 12, 2022
Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi

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* Accepted by ECCV 2022 

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MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization


Aug 11, 2022
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng

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Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration


Aug 08, 2022
Ziqi Zhou, Lei Qi, Yinghuan Shi

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* Accepted by ECCV2022 

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Label Distribution Learning for Generalizable Multi-source Person Re-identification


Apr 12, 2022
Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng

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* arXiv admin note: text overlap with arXiv:2201.09846 

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MutexMatch: Semi-supervised Learning with Mutex-based Consistency Regularization


Mar 27, 2022
Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao

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A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification


Jan 24, 2022
Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng

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More is Better: A Novel Multi-view Framework for Domain Generalization


Dec 23, 2021
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

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Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization


Dec 21, 2021
Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi

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Domain Generalization via Progressive Layer-wise and Channel-wise Dropout


Dec 07, 2021
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao

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