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Wenbin Qian

2 accepted papers

2025

GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning

AAAI 2025technical

Partial label learning (PLL) is a complicated weakly supervised multi-classification task compounded by class imbalance. Currently, existing methods only rely on inter-class pseudo-labeling from inter-class features, often overlooking the significant impact of the intra-class imbalanced features com…

Cited by 0SourcePDFScholar
2024

Weakly-Supervised Mirror Detection via Scribble Annotations

AAAI 2024technical

Mirror detection is of great significance for avoiding false recognition of reflected objects in computer vision tasks. Existing mirror detection frameworks usually follow a supervised setting, which relies heavily on high quality labels and suffers from poor generalization. To resolve this, we inst…