Optics express
Cross-domain knowledge distillation for integrated optical neural networks: toward robust and compact learning with pseudo-zero-shot capability.
Zongyu Lu, Junna Sun, Leilei Wang, Xingfa Wang, Yuqiong Chen, Jiayu Huang, Jing Zhang, Buwen Cheng, Jianguo Liu, Jinye Li
Published: 202510.1364/OE.570333
Abstract
This paper proposes what we believe to be a novel training framework for on-chip optical neural networks (ONNs), termed cross-domain electro-optical knowledge distillation (CDEOKD). Unlike conventional training methods that rely solely on original la…
Preview only. Read the full abstract at the source