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Author

H. Lou

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3 papers indexed here

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Open access Oct 2026

Rapid stress birefringence mapping in mounted curved lenses with a curved-layer Jones approximation

We develop a curved-layer Jones approximation for rapid stress birefringence mapping in mounted curved lenses. Fixed pupil columns on swept finite element layers replace repeated three-dimensional stress queries while retaining the stress-optic relation and ordered Jones propagation. Against a fine refracted referenc...

C. Zhang, Shuo Zhang, H. Lou et al. · 0 citations
Open access Oct 2026

Contrastive variational representation generation for zero-shot intent classification

Zero-shot intent classification (ZSIC) predicts intent labels for classes without labeled training utterances. In conventional zero-shot learning (ZSL), test utterances belong only to unseen intents; in generalized zero-shot learning (GZSL), held-out seen-intent utterances and unseen-intent utterances are evaluated joi...

Wei-Chao Zhao, Tian-Jiao Cai, Zhi-Yong Wu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

PP-Net: A Hybrid Physical-Prior Neural Network for Scattered Light Removal in Biomedical Images on Embedded Devices

PP-Net, a hybrid physical-prior neural network for biomedical scattered light removal, is proposed and demonstrated that it provides an effective and deployable solution for microscopic imaging, endoscopic inspection, and edge-assisted biomedical analysis in IoMT scenarios.

Yong-Fei Guo, Ting-Jin Chu, Meng-Zhuo Liu et al. · 0 citations

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