A closer look at branch classifiers of multi-exit architectures

Shaohui Lin, Bo Ji, Rongrong Ji, Angela Yao

Abstract: Highlights•We propose a novel multi-exit method to explore branching patterns with the same total branch FLOP.•KC explains the validity of complexity-decreasing pattern as its less disruption for the backbone.•A weighted ensemble for distillation training is effective to further improve the performance.