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Low Rank Activations For Tensor-Based Convolutional Sparse Coding

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IEEE ICASSP 2020 Virtual Conference May 2020

In this article, we propose to extend the classical Convolutional Sparse Coding model (CSC) to multivariate data by introducing a new tensor CSC model that enforces sparsity and low-rank constraint on the activations. The advantages of this model are thre

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Low Rank Activations For Tensor-Based Convolutional Sparse Coding

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In this article, we propose to extend the classical Convolutional Sparse Coding model (CSC) to multivariate data by introducing a new tensor CSC model that enforces sparsity and low-rank constraint on the activations. The advantages of this model are thre