On robustness of generative representations against catastrophic forgetting

Wojciech Masarczyk, Kamil Deja, Tomasz Trzciński

Catastrophic forgetting of previously learned knowledge while learning new tasks is a widely observed limitation of contemporary neural networks. Although many continual learning m…