Suchergebnisse - "multilayer convolutional sparse coding (ML-CSC)"

An Improved Multilayer Convolutional Sparse Coding Model for Fault Feature Extraction of Rolling Element Bearings Under Varying Speed Conditions von Dong, Guangming

“… This article proposes an improved multilayer convolutional sparse coding (ML-CSC) model incorporating an overlap-crop (OC …”
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Towards understanding residual and dilated dense neural networks via convolutional sparse coding von Zhang, Zhiyang, Zhang, Shihua

“… However, a clear theoretical understanding of such networks is still lacking. Recently, a multilayer convolutional sparse coding (ML-CSC …”
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Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning von Sulam, Jeremias, Papyan, Vardan, Romano, Yaniv, Elad, Michael

“… The recently proposed multilayer convolutional sparse coding (ML-CSC) model, consisting of a cascade of convolutional sparse layers, provides a new interpretation of convolutional neural networks (CNNs …”
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Multimodal Extension of the ML-CSC Framework for Medical Image Segmentation von Janssens, Jens, Lazendic, Srdan, Huang, Shaoguang, Pizurica, Aleksandra

“… Recently introduced Multilayer Convolutional Sparse Coding (ML-CSC) data model provides a model-based explanation of CNNs …”
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Multi-layer Convolutional Sparse Coding Framework for Restoration of Under-sampled MR Images von Wahid, Abdul, Ullah, Abdul Wahab Usman, Kadir, Kushairy, Saadain, Syed

“… Magnetic Resonance Imaging (MRI) plays an important role in the diagnosis of different pathologies associated with human anatomy. The need to acquire images …”
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Convolutional Dictionary Learning in Hierarchical Networks von Zazo, Javier, Tolooshams, Bahareh, Ba, Demba, Paulson, Harvard John A.

“… This recursion describes a linear dynamic system that is a non-Gaussian Markov process across scales and is closely related to multilayer-convolutional sparse coding (ML-CSC …”
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On Interpretability of CNNs for Multimodal Medical Image Segmentation von Lazendic, Srdan, Janssens, Jens, Huang, Shaoguang, Pizurica, Aleksandra

“… Multilayer Convolutional Sparse Coding (ML-CSC) data model, provides a model-based explanation of convolutional neural networks (CNNs …”
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Convolutional Dictionary Learning in Hierarchical Networks von Zazo, Javier, Tolooshams, Bahareh, Demba Ba

“… This recursion describes a linear dynamic system that is a non-Gaussian Markov process across scales and is closely related to multilayer-convolutional sparse coding (ML-CSC …”
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