Search Results for author: Chongjie Si

Found 4 papers, 2 papers with code

Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation

no code implementations18 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.

Incremental Learning Segmentation +1

Appeal: Allow Mislabeled Samples the Chance to be Rectified in Partial Label Learning

no code implementations18 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.

Partial Label Learning

Complementary Classifier Induced Partial Label Learning

1 code implementation17 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.

Partial Label Learning valid

Multi-label Classification with High-rank and High-order Label Correlations

2 code implementations9 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.

Common Sense Reasoning Multi-Label Classification +1

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