Positive Label Is All You Need for Multi-Label Classification

Zhixiang Yuan, Kaixin Zhang, Tao Huang

Multi-label classification (MLC) faces challenges from label noise in training data due to annotating diverse semantic labels for each image. Current methods mainly target identify…