Jia-Yao Chen

MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse

Long-tailed (LT) data distribution is common in multi-label image classification (MLC) and can significantly impact the performance of classification models. One reason is the challenge of learning unbiased instance representations (i.e. features) for imbalanced datasets. Additionally, the co-occurr…