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09/18/2023
Joint Demosaicing and Denoising with Double Deep Image Priors
Demosaicing and denoising of RAW images are crucial steps in the process...
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03/23/2023
Predicting the Future of the CMS Detector: Crystal Radiation Damage and Machine Learning at the LHC
The 75,848 lead tungstate crystals in CMS experiment at the CERN Large H...
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03/06/2023
Robust Autoencoders for Collective Corruption Removal
Robust PCA is a standard tool for learning a linear subspace in the pres...
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08/18/2022
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise
Blind image deblurring (BID) has been extensively studied in computer vi...
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12/11/2021
Early Stopping for Deep Image Prior
Deep image prior (DIP) and its variants have showed remarkable potential...
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10/23/2021
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors
Recent works have shown the surprising effectiveness of deep generative ...
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06/09/2021
Rethink Transfer Learning in Medical Image Classification
Transfer learning (TL) with deep convolutional neural networks (DCNNs) h...
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06/03/2021