no code implementations • 18 Apr 2024 • Chongjie Si, Xuehui Wang, Xiaokang Yang, Wei Shen
However, a scenario usually arises where a pixel is concurrently predicted as an old class by the pre-trained segmentation model and a new class by the seed areas.
no code implementations • 18 Dec 2023 • Chongjie Si, Xuehui Wang, Yan Wang, Xiaokang Yang, Wei Shen
In partial label learning (PLL), each instance is associated with a set of candidate labels among which only one is ground-truth.
1 code implementation • 17 May 2023 • Yuheng Jia, Chongjie Si, Min-Ling Zhang
complementary labels), which accurately indicates a set of labels that do not belong to a sample.
2 code implementations • 9 Jul 2022 • Chongjie Si, Yuheng Jia, Ran Wang, Min-Ling Zhang, Yanghe Feng, Chongxiao Qu
Previous methods capture the high-order label correlations mainly by transforming the label matrix to a latent label space with low-rank matrix factorization.