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06/07/2023
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network based on Tensor T-product Operator
Image classification is one of the most fundamental tasks in Computer Vi...
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03/21/2023
Efficient algorithms for Tucker decomposition via approximate matrix multiplication
This paper develops fast and efficient algorithms for computing Tucker d...
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03/13/2023
CPQR-based randomized algorithms for generalized CUR decompositions
Based on the column pivoted QR decomposition, we propose some randomized...
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03/02/2023
Singular Value Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain
Matrix factorization in dual number algebra, a hypercomplex system, has ...
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03/02/2023
Noda Iteration for Computing Generalized Tensor Eigenpairs
In this paper, we propose the tensor Noda iteration (NI) and its inexact...
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01/17/2023
Randomized GCUR decompositions
By exploiting the random sampling techniques, this paper derives an effi...
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05/01/2022
Quantum-inspired algorithm for truncated total least squares solution
Total least squares (TLS) methods have been widely used in data fitting....
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10/25/2021
Componentwise perturbation analysis for the generalized Schurdecomposition
By defining two important terms called basic perturbation vectors and ob...
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10/19/2021
Spatial-Temporal Transformer for 3D Point Cloud Sequences
Effective learning of spatial-temporal information within a point cloud ...
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12/17/2020
A contribution to condition numbers of the multidimensional total least squares problem with linear equality constraint
This paper is devoted to condition numbers of the multidimensional total...
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08/29/2019