Continual learning under domain transfer with sparse synaptic bursting

Published: 06 Jul 2023, Last Modified: 15 Aug 2023AutoML 2023 (Workshop)EveryoneRevisionsBibTeX
TL;DR: We mitigate catastrophic forgetting in a neural network using a second neural network to regulate the activity of its weights
Keywords: catastrophic forgetting, continual learning, meta-learning
Optional Submission Checklist: Yes
Broader Impact Statement: Yes
Paper Availability And License: Yes
Code Of Conduct: Yes
Cpu Hours: 0
Gpu Hours: 0
Tpu Hours: 0
Submission Number: 10