Yufei Sun*

Deep Feature Surgery: Towards Accurate and Efficient Multi-Exit Networks

"Multi-exit network is a promising architecture for efficient model inference by sharing backbone networks and weights among multiple exits. However, the gradient conflict of the shared weights results in sub-optimal accuracy. This paper introduces Deep Feature Surgery (), which consists of feature…