2 papers
cs.CV2025
Learning Semantic-Aware Threshold for Multi-Label Image Recognition with Partial Labels
Haoxian Ruan, Zhihua Xu, Zhijing Yang +4
Multi-label image recognition with partial labels (MLR-PL) is designed to train models using a mix of known and unknown labels. Traditional methods rely on semantic or feature corr…
cs.CV2024
Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels
Haoxian Ruan, Zhihua Xu, Zhijing Yang +3
Multi-label recognition with partial labels (MLR-PL), in which only some labels are known while others are unknown for each image, is a practical task in computer vision, since col…