no code implementations • 5 Jul 2019 • Huaiyu Li, Wei-Ming Dong, Bao-Gang Hu
The main reason for catastrophic forgetting is that the past concept data is not available and neural weights are changed during incrementally learning new concepts.
Class Incremental Learning Generative Adversarial Network +1
1 code implementation • 15 May 2019 • Huaiyu Li, Wei-Ming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Bao-Gang Hu
The TargetNet module is a neural network for solving a specific task and the MetaNet module aims at learning to generate functional weights for TargetNet by observing training samples.