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08/04/2023
Stability and Generalization of Hypergraph Collaborative Networks
Graph neural networks have been shown to be very effective in utilizing ...
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05/23/2019
Tucker Decomposition Network: Expressive Power and Comparison
Deep neural networks have achieved a great success in solving many machi...
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05/11/2019
Deep Plug-and-play Prior for Low-rank Tensor Completion
Tensor image data sets such as color images and multispectral images are...
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02/08/2019
A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition
Recently, there has been a lot of research into tensor singular value de...
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03/20/2018
3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model
3D point cloud - a new signal representation of volumetric objects - is ...
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11/05/2015