no code implementations • 11 Jan 2024 • Zicheng Wang, Tiejin Chen, Qinrun Dai, Yueqi Chen, Hua Wei, Qingkai Zeng
Compartmentalization effectively prevents initial corruption from turning into a successful attack.
1 code implementation • 29 Nov 2023 • Zhen Zhao, Zicheng Wang, Longyue Wang, Yixuan Yuan, Luping Zhou
To mitigate the confirmation bias from the diverse supervision, the core of AD-MT lies in two proposed modules: the Random Periodic Alternate (RPA) Updating Module and the Conflict-Combating Module (CCM).
1 code implementation • 28 Nov 2023 • Zicheng Wang, Zhen Zhao, Erjian Guo, Luping Zhou
Current methods focusing on medical image segmentation suffer from incorrect annotations, which is known as the noisy label issue.
1 code implementation • 27 Nov 2023 • Zicheng Wang, Zhen Zhao, Yiming Wu, Luping Zhou, Dong Xu
Unlike previous works that focus on feature extractor adaptation, our PTSFA approach focuses on classifier adaptation.
1 code implementation • CVPR 2023 • Zicheng Wang, Zhen Zhao, Xiaoxia Xing, Dong Xu, Xiangyu Kong, Luping Zhou
In this work, we propose a new conflict-based cross-view consistency (CCVC) method based on a two-branch co-training framework which aims at enforcing the two sub-nets to learn informative features from irrelevant views.