Non-Exhaustive Learning Using Gaussian Mixture Generative Adversarial Networks

Jun Zhuang, Mohammad Al Hasan

Supervised learning, while deployed in real-life scenarios, often encounters instances of unknown classes. Conventional algorithms for training a supervised learning model do not p…