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08/29/2023
Pyramid diffractive optical networks for unidirectional magnification and demagnification
Diffractive deep neural networks (D2NNs) are composed of successive tran...
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03/23/2023
Universal Linear Intensity Transformations Using Spatially-Incoherent Diffractive Processors
Under spatially-coherent light, a diffractive optical network composed o...
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12/25/2022
Data class-specific all-optical transformations and encryption
Diffractive optical networks provide rich opportunities for visual compu...
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12/05/2022
Unidirectional Imaging using Deep Learning-Designed Materials
A unidirectional imager would only permit image formation along one dire...
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11/13/2022
Deep Learning-enabled Virtual Histological Staining of Biological Samples
Histological staining is the gold standard for tissue examination in cli...
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08/13/2022
Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network
We report deep learning-based design of a massively parallel broadband d...
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08/08/2022
All-optical image classification through unknown random diffusers using a single-pixel diffractive network
Classification of an object behind a random and unknown scattering mediu...
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07/14/2022
Virtual stain transfer in histology via cascaded deep neural networks
Pathological diagnosis relies on the visual inspection of histologically...
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07/06/2022
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks
Deep learning-based virtual staining was developed to introduce image co...
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06/30/2022
Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography
Plaque assay is the gold standard method for quantifying the concentrati...
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05/26/2022
To image, or not to image: Class-specific diffractive cameras with all-optical erasure of undesired objects
Privacy protection is a growing concern in the digital era, with machine...
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05/07/2022
Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor
Early detection and identification of pathogenic bacteria such as Escher...
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05/01/2022
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers
Imaging through diffusive media is a challenging problem, where the exis...
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12/08/2021
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning
The immunohistochemical (IHC) staining of the human epidermal growth fac...
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07/01/2020
Deep learning-based holographic polarization microscopy
Polarized light microscopy provides high contrast to birefringent specim...
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01/29/2020