Low-Rank Filtering and Smoothing for Sequential Deep Learning

Joanna Sliwa, Frank Schneider, Nathanael Bosch +2

Learning multiple tasks sequentially requires neural networks to balance retaining knowledge, yet being flexible enough to adapt to new tasks. Regularizing network parameters is a…