The artificial intelligence community has long struggled with a fundamental challenge of making AI systems transparent and ...

Image annotation is an important method to mine semantic information of images. The current methods do not fully consider the semantic repetitiveness and the imbalance hidden in labels, resulting in ...

Recent advances in deep learning have significantly improved hyperspectral image (HSI) classification. However, deep learning models for HSI classification typically rely on one-hot labels, which lack ...