Hyungseop Lee

Adaptive Depth Networks with Skippable Sub-Paths

Predictable adaptation of network depths can be an effective way to control inference latency and meet the resource condition of various devices. However, previous adaptive depth networks do not provide general principles and a formal explanation on why and which layers can be skipped, and, hence, t…