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Jianhua Yao

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StableMask: Refining Causal Masking in Decoder-only Transformer

Feb 07, 2024
Qingyu Yin, Xuzheng He, Xiang Zhuang, Yu Zhao, Jianhua Yao, Xiaoyu Shen, Qiang Zhang

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Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization

Dec 14, 2023
Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-yu Tong, Xiu Li, Jianhua Yao

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A Noisy-Label-Learning Formulation for Immune Repertoire Classification and Disease-Associated Immune Receptor Sequence Identification

Jul 29, 2023
Mingcai Chen, Yu Zhao, Zhonghuang Wang, Bing He, Jianhua Yao

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DNAGPT: A Generalized Pretrained Tool for Multiple DNA Sequence Analysis Tasks

Jul 11, 2023
Daoan Zhang, Weitong Zhang, Bing He, Jianguo Zhang, Chenchen Qin, Jianhua Yao

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Reweighted Mixup for Subpopulation Shift

Apr 09, 2023
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Qinghua Hu, Bingzhe Wu, Changqing Zhang, Jianhua Yao

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Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation

Nov 26, 2022
Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao

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Learning with Noisy Labels over Imbalanced Subpopulations

Nov 16, 2022
MingCai Chen, Yu Zhao, Bing He, Zongbo Han, Bingzhe Wu, Jianhua Yao

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UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup

Oct 10, 2022
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao

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Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification

Aug 06, 2022
Zhikang Wang, Yue Bi, Tong Pan, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Jiangning Song

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