UniGrad-FS: Unified Gradient Projection With Flatter Sharpness for Continual Learning

W Li, T Feng, H Yuan, A Bian, G Du… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Continual learning (CL) desires that the neural network sequentially perform learning tasks
from a dynamic data stream without forgetting learned knowledge. To overcome forgetting, a …