This innovative method improves accuracy in polarization measurement using single-photon detection, highlighting advances in deep-learning techniques.
We address the problem of precise polarization measurement in challenging conditions. To resolve this problem, we introduce a single-shot all-fiber method based on intermodal interaction aided by deep-learning, providing accuracy down to a single-photon level.
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Bielak et al. (2025) studied this question.
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