Distillation-boosted heterogeneous architecture search for aphid counting

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Shengqin Jiang, Qian Jie, Fengna Cheng, Yu Liu, Kelu Yao, Chao Li

Published: 01 Jan 2025, Last Modified: 17 Apr 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A heterogeneous channel-level search space is proposed.•The impact of knowledge distillation on different stages of architecture search is explored.•We find implementing a distillation strategy after architecture search yields great benefits.