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Amirhossein Khalilian-Gourtani

GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention

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Jul 19, 2024
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Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning

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Jun 02, 2023
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Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior

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Apr 23, 2022
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CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing

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Dec 08, 2021
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CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning

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Mar 05, 2021
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Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection

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Sep 17, 2019
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