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06/16/2023
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition
Pedestrian Attribute Recognition (PAR) deals with the problem of identif...
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05/16/2023
Image Reconstruction using Superpixel Clustering and Tensor Completion
This paper presents a pixel selection method for compact image represent...
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05/08/2023
Fast randomized algorithms for computing the generalized tensor SVD based on the tubal product
This work deals with developing two fast randomized algorithms for compu...
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05/08/2023
Adaptive Cross Tubal Tensor Approximation
In this paper, we propose a new adaptive cross algorithm for computing a...
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05/01/2023
A note on generalized tensor CUR approximation for tensor pairs and tensor triplets based on the tubal product
In this note, we briefly present a generalized tensor CUR (GTCUR) approx...
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05/01/2023
Robust Low-Tubal-rank tensor recovery Using Discrete Empirical Interpolation Method with Optimized Slice/Feature Selection
In this paper, we extend the Discrete Empirical Interpolation Method (DE...
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07/25/2022
A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes
Computation of a tensor singular value decomposition (t-SVD) with a few ...
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07/17/2022
An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition
The existing randomized algorithms need an initial estimation of the tub...
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07/13/2022
Cross Tensor Approximation for Image and Video Completion
This paper proposes a general framework to use the cross tensor approxim...
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01/20/2020
Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD)
Big data analysis has become a crucial part of new emerging technologies...
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09/03/2018