Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation

Gelei Xu, Ningzhi Tang, Jun Xia +2

Upon deployment to edge devices, it is often desirable for a model to further learn from streaming data to improve accuracy. However, extracting representative features from such d…