no code implementations • 1 Jan 2021 • Abhishek Kumar, Sunabha Chatterjee, Piyush Rai
Two notable directions among the recent advances in continual learning with neural networks are (1) variational Bayes based regularization by learning priors from previous tasks, and, (2) learning the structure of deep networks to adapt to new tasks.
1 code implementation • 8 Dec 2019 • Abhishek Kumar, Sunabha Chatterjee, Piyush Rai
Two notable directions among the recent advances in continual learning with neural networks are ($i$) variational Bayes based regularization by learning priors from previous tasks, and, ($ii$) learning the structure of deep networks to adapt to new tasks.