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09/17/2023
All-optical image denoising using a diffractive visual processor
Image denoising, one of the essential inverse problems, targets to remov...
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05/22/2023
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems
Uncertainty estimation is critical for numerous applications of deep neu...
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01/09/2023
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging
The application of deep learning techniques has greatly enhanced hologra...
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09/17/2022
GedankenNet: Self-supervised learning of hologram reconstruction using physics consistency
The past decade has witnessed transformative applications of deep learni...
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04/22/2022