arxivcs.ARcs.ETcs.LG2026-07-22
Leveraging ECRAM for Edge Continual Learning
Nabila Tasnim, Haoran Liu, Qing Cao, Saugata Ghose
Several edge computing platforms, such as autonomous vehicles and smart sensing devices, need to adapt to dynamic environments in real time by learning from new data in the field. Continual learning has emerged as a promising solution for edge training, by incorporating technique…