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Decoupled Mixup for Generalized Visual Recognition


Oct 26, 2022
Haozhe Liu, Wentian Zhang, Jinheng Xie, Haoqian Wu, Bing Li, Ziqi Zhang, Yuexiang Li, Yawen Huang, Bernard Ghanem, Yefeng Zheng

* Accepted by ECCV'2022 Workshop: Causality in Vision 

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A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays


Sep 05, 2022
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng

* Accepted by MICCAI-2022 

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Combating Mode Collapse in GANs via Manifold Entropy Estimation


Aug 25, 2022
Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng


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mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation


Jun 06, 2022
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng

* Accepted to MICCAI 2022 

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Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction


May 16, 2022
Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng

* the 31st International Joint Conference on Artificial Intelligence 2022 
* https://github.com/hongwang01/ACDNet 

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Robust Representation via Dynamic Feature Aggregation


May 16, 2022
Haozhe Liu, Haoqin Ji, Yuexiang Li, Nanjun He, Haoqian Wu, Feng Liu, Linlin Shen, Yefeng Zheng


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DFTR: Depth-supervised Fusion Transformer for Salient Object Detection


Apr 11, 2022
Heqin Zhu, Xu Sun, Yuexiang Li, Kai Ma, S. Kevin Zhou, Yefeng Zheng

* 15 pages, 5 figures, 4 tables 

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DFTR: Depth-supervised Hierarchical Feature Fusion Transformer for Salient Object Detection


Mar 12, 2022
Heqin Zhu, Xu Sun, Yuexiang Li, Kai Ma, S. Kevin Zhou, Yefeng Zheng

* 9 pages, 4 figures, 4 tables 

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Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images


Mar 04, 2022
Hong Liu, Dong Wei, Donghuan Lu, Yuexiang Li, Kai Ma, Liansheng Wang, Yefeng Zheng

* Presented at MICCAI 2021 

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Label Propagation for Annotation-Efficient Nuclei Segmentation from Pathology Images


Feb 16, 2022
Yi Lin, Zhiyong Qu, Hao Chen, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng


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