CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks

Munsif Ali, Leonardo Rossi, Massimo Bertozzi

Few-shot and continual learning face two well-known challenges in GANs: overfitting and catastrophic forgetting. Learning new tasks results in catastrophic forgetting in deep learn…