Stepping Forward on the Last Mile

Chen Feng, Shaojie Zhuo, Xiaopeng Zhang +3

Continuously adapting pre-trained models to local data on resource constrained edge devices is the $\text{last mile}$ for model deployment. However, as models increase in size and…