Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation

Ruitao Xie, Jingbang Chen, Limai Jiang +3

Explainability poses a major challenge to artificial intelligence (AI) techniques. Current studies on explainable AI (XAI) lack the efficiency of extracting global knowledge about…