Lifelong GAN: Continual Learning for Conditional Image Generation

Mengyao Zhai, Lei Chen, Fred Tung +3

Lifelong learning is challenging for deep neural networks due to their susceptibility to catastrophic forgetting. Catastrophic forgetting occurs when a trained network is not able…