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@article{DBLP:journals/paa/TostaFNMKN24,
author = {Tha{\'{\i}}na Aparecida Azevedo Tosta and
Paulo Rog{\'{e}}rio de Faria and
Leandro Alves Neves and
Alessandro Santana Martins and
Chetna Kaushal and
Marcelo Zanchetta do Nascimento},
title = {Evaluation of sparsity metrics and evolutionary algorithms applied
for normalization of H{\&}E histological images},
journal = {Pattern Anal. Appl.},
volume = {27},
number = {1},
pages = {11},
year = {2024},
url = {https://doi.org/10.1007/s10044-024-01218-7},
doi = {10.1007/S10044-024-01218-7},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/TostaFNMKN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03771,
author = {Kuo Meng and
Shaoshi Yang and
Xiao{-}Yang Wang and
Yan Bu and
Yurong Tang and
Jianhua Zhang and
Lajos Hanzo},
title = {Joint Sparsity Pattern Learning Based Channel Estimation for Massive
{MIMO-OTFS} Systems},
journal = {CoRR},
volume = {abs/2403.03771},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03771},
doi = {10.48550/ARXIV.2403.03771},
eprinttype = {arXiv},
eprint = {2403.03771},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuangZZCJZ23,
author = {Ziwei Huang and
Jingjing Zheng and
Li Zhao and
Huiling Chen and
Xianta Jiang and
Xiaoqin Zhang},
title = {DL-Net: Sparsity Prior Learning for Grasp Pattern Recognition},
journal = {{IEEE} Access},
volume = {11},
pages = {6444--6451},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3236402},
doi = {10.1109/ACCESS.2023.3236402},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/HuangZZCJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aei/YuH23,
author = {Lean Yu and
Changhua He},
title = {A shapelet-based behavioral pattern extraction method for credit risk
classification with behavior sparsity},
journal = {Adv. Eng. Informatics},
volume = {58},
pages = {102227},
year = {2023},
url = {https://doi.org/10.1016/j.aei.2023.102227},
doi = {10.1016/J.AEI.2023.102227},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aei/YuH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/FuLLZSZY23,
author = {Yanwei Fu and
Chen Liu and
Donghao Li and
Zuyuan Zhong and
Xinwei Sun and
Jinshan Zeng and
Yuan Yao},
title = {Exploring Structural Sparsity of Deep Networks Via Inverse Scale Spaces},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {2},
pages = {1749--1765},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3168881},
doi = {10.1109/TPAMI.2022.3168881},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/FuLLZSZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuD23,
author = {Siying Liu and
Pier Luigi Dragotti},
title = {Sensing Diversity and Sparsity Models for Event Generation and Video
Reconstruction from Events},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {10},
pages = {12444--12458},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3278940},
doi = {10.1109/TPAMI.2023.3278940},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LiuD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangGDWYLA23,
author = {Longguang Wang and
Yulan Guo and
Xiaoyu Dong and
Yingqian Wang and
Xinyi Ying and
Zaiping Lin and
Wei An},
title = {Exploring Fine-Grained Sparsity in Convolutional Neural Networks for
Efficient Inference},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {4474--4493},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3193925},
doi = {10.1109/TPAMI.2022.3193925},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WangGDWYLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangZQGF23,
author = {Huan Wang and
Yulun Zhang and
Can Qin and
Luc Van Gool and
Yun Fu},
title = {Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {9},
pages = {10974--10989},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3268675},
doi = {10.1109/TPAMI.2023.3268675},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WangZQGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangZWTZL23,
author = {Xiaoqin Zhang and
Jingjing Zheng and
Di Wang and
Guiying Tang and
Zhengyuan Zhou and
Zhouchen Lin},
title = {Structured Sparsity Optimization With Non-Convex Surrogates of {\textdollar}{\textbackslash}ell
{\_}\{2,0\}{\textdollar}{\(\mathscr{l}\)}2,0-Norm: {A} Unified Algorithmic
Framework},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {5},
pages = {6386--6402},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3213716},
doi = {10.1109/TPAMI.2022.3213716},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZhangZWTZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DuLZXLY23,
author = {Shuangli Du and
Yiguang Liu and
Minghua Zhao and
Zhenyu Xu and
Jie Li and
Zhenzhen You},
title = {A new image decomposition approach using pixel-wise analysis sparsity
model},
journal = {Pattern Recognit.},
volume = {136},
pages = {109241},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2022.109241},
doi = {10.1016/J.PATCOG.2022.109241},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/DuLZXLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/BelabbasCZ23,
author = {Mohamed{-}Ali Belabbas and
Xudong Chen and
Daniel Zelazo},
title = {On Structural Rank and Resilience of Sparsity Patterns},
journal = {{IEEE} Trans. Autom. Control.},
volume = {68},
number = {8},
pages = {4783--4795},
year = {2023},
url = {https://doi.org/10.1109/TAC.2022.3212013},
doi = {10.1109/TAC.2022.3212013},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/BelabbasCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SakaueO23,
author = {Shinsaku Sakaue and
Taihei Oki},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improved Generalization Bound and Learning of Sparsity Patterns for
Data-Driven Low-Rank Approximation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1--10},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/sakaue23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SakaueO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BulusuGV23,
author = {Saikiran Bulusu and
Venkata Gandikota and
Pramod K. Varshney},
title = {1-Bit Compressed Sensing with Local Sparsity Patterns},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2023,
Taipei, Taiwan, June 25-30, 2023},
pages = {1172--1177},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISIT54713.2023.10206856},
doi = {10.1109/ISIT54713.2023.10206856},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/BulusuGV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssp/VJN22,
author = {Prateek G. V. and
Yo{-}El Ju and
Arye Nehorai},
title = {Sparsity-Assisted Signal Denoising and Pattern Recognition in Time-Series
Data},
journal = {Circuits Syst. Signal Process.},
volume = {41},
number = {1},
pages = {249--298},
year = {2022},
url = {https://doi.org/10.1007/s00034-021-01774-x},
doi = {10.1007/S00034-021-01774-X},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cssp/VJN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/GalloniSHOM22,
author = {Alessandro R. Galloni and
Aya Samadzelkava and
Kiran Hiremath and
Reuben Oumnov and
Aaron D. Milstein},
title = {Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and
Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition},
journal = {Frontiers Comput. Neurosci.},
volume = {16},
pages = {826278},
year = {2022},
url = {https://doi.org/10.3389/fncom.2022.826278},
doi = {10.3389/FNCOM.2022.826278},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/GalloniSHOM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/MohaouiHR22,
author = {Souad Mohaoui and
Abdelilah Hakim and
Said Raghay},
title = {Parallel matrix factorization-based collaborative sparsity and smooth
prior for estimating missing values in multidimensional data},
journal = {Pattern Anal. Appl.},
volume = {25},
number = {4},
pages = {963--980},
year = {2022},
url = {https://doi.org/10.1007/s10044-022-01082-3},
doi = {10.1007/S10044-022-01082-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/MohaouiHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NiuLMDZQLWR22,
author = {Wei Niu and
Zhengang Li and
Xiaolong Ma and
Peiyan Dong and
Gang Zhou and
Xuehai Qian and
Xue Lin and
Yanzhi Wang and
Bin Ren},
title = {{GRIM:} {A} General, Real-Time Deep Learning Inference Framework for
Mobile Devices Based on Fine-Grained Structured Weight Sparsity},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {10},
pages = {6224--6239},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3089687},
doi = {10.1109/TPAMI.2021.3089687},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/NiuLMDZQLWR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GhoshMDDDM22,
author = {Arka Ghosh and
Sankha Subhra Mullick and
Shounak Datta and
Swagatam Das and
Asit Kumar Das and
Rammohan Mallipeddi},
title = {A black-box adversarial attack strategy with adjustable sparsity and
generalizability for deep image classifiers},
journal = {Pattern Recognit.},
volume = {122},
pages = {108279},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108279},
doi = {10.1016/J.PATCOG.2021.108279},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/GhoshMDDDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhaoWZF22,
author = {Shuping Zhao and
Jigang Wu and
Bob Zhang and
Lunke Fei},
title = {Low-rank inter-class sparsity based semi-flexible target least squares
regression for feature representation},
journal = {Pattern Recognit.},
volume = {123},
pages = {108346},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108346},
doi = {10.1016/J.PATCOG.2021.108346},
timestamp = {Sun, 13 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhaoWZF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/LiuZWCHJLJ22,
author = {Fangxin Liu and
Wenbo Zhao and
Zongwu Wang and
Yongbiao Chen and
Zhezhi He and
Naifeng Jing and
Xiaoyao Liang and
Li Jiang},
editor = {Rob Oshana},
title = {{EBSP:} evolving bit sparsity patterns for hardware-friendly inference
of quantized deep neural networks},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {259--264},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530660},
doi = {10.1145/3489517.3530660},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/LiuZWCHJLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/LeighHM22,
author = {Alexander J. Leigh and
Moslem Heidarpur and
Mitra Mirhassani},
title = {Selective Input Sparsity in Spiking Neural Networks for Pattern Classification},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2022,
Austin, TX, USA, May 27 - June 1, 2022},
pages = {799--803},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISCAS48785.2022.9937618},
doi = {10.1109/ISCAS48785.2022.9937618},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/LeighHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04893,
author = {Chuyang Ke and
Jean Honorio},
title = {Provable Guarantees for Sparsity Recovery with Deterministic Missing
Data Patterns},
journal = {CoRR},
volume = {abs/2206.04893},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04893},
doi = {10.48550/ARXIV.2206.04893},
eprinttype = {arXiv},
eprint = {2206.04893},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08281,
author = {Shinsaku Sakaue and
Taihei Oki},
title = {Improved Generalization Bound and Learning of Sparsity Patterns for
Data-Driven Low-Rank Approximation},
journal = {CoRR},
volume = {abs/2209.08281},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08281},
doi = {10.48550/ARXIV.2209.08281},
eprinttype = {arXiv},
eprint = {2209.08281},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NguyenM21,
author = {Canh Hao Nguyen and
Hiroshi Mamitsuka},
title = {Learning on Hypergraphs With Sparsity},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {43},
number = {8},
pages = {2710--2722},
year = {2021},
url = {https://doi.org/10.1109/TPAMI.2020.2974746},
doi = {10.1109/TPAMI.2020.2974746},
timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/NguyenM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HsiehS21,
author = {Po{-}Wen Hsieh and
Pei{-}Chiang Shao},
title = {Blind image deblurring based on the sparsity of patch minimum information},
journal = {Pattern Recognit.},
volume = {109},
pages = {107597},
year = {2021},
url = {https://doi.org/10.1016/j.patcog.2020.107597},
doi = {10.1016/J.PATCOG.2020.107597},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/HsiehS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangZL0LS21,
author = {Zhenlei Wang and
Suyun Zhao and
Zheng Li and
Hong Chen and
Cuiping Li and
Yufeng Shen},
title = {Ensemble selection with joint spectral clustering and structural sparsity},
journal = {Pattern Recognit.},
volume = {119},
pages = {108061},
year = {2021},
url = {https://doi.org/10.1016/j.patcog.2021.108061},
doi = {10.1016/J.PATCOG.2021.108061},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WangZL0LS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KabaZVRM21,
author = {Mustafa Devrim Kaba and
Mengnan Zhao and
Ren{\'{e}} Vidal and
Daniel P. Robinson and
Enrique Mallada},
title = {What is the Largest Sparsity Pattern That Can Be Recovered by 1-Norm
Minimization?},
journal = {{IEEE} Trans. Inf. Theory},
volume = {67},
number = {5},
pages = {3060--3074},
year = {2021},
url = {https://doi.org/10.1109/TIT.2021.3067280},
doi = {10.1109/TIT.2021.3067280},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/KabaZVRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trets/YangHKLHYLLJ21,
author = {Tao Yang and
Zhezhi He and
Tengchuan Kou and
Qingzheng Li and
Qi Han and
Haibao Yu and
Fangxin Liu and
Yun Liang and
Li Jiang},
title = {{BISWSRBS:} {A} Winograd-based {CNN} Accelerator with a Fine-grained
Regular Sparsity Pattern and Mixed Precision Quantization},
journal = {{ACM} Trans. Reconfigurable Technol. Syst.},
volume = {14},
number = {4},
pages = {18:1--18:28},
year = {2021},
url = {https://doi.org/10.1145/3467476},
doi = {10.1145/3467476},
timestamp = {Thu, 07 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trets/YangHKLHYLLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/LiuZWZZS21,
author = {Shiwei Liu and
Zihao Zhao and
Yanhong Wang and
Qiaosha Zou and
Yiyun Zhang and
C.{-}J. Richard Shi},
editor = {Yiran Chen and
Victor V. Zhirnov and
Avesta Sasan and
Ioannis Savidis},
title = {Systolic-Array Deep-Learning Acceleration Exploring Pattern-Indexed
Coordinate-Assisted Sparsity for Real-Time On-Device Speech Processing},
booktitle = {{GLSVLSI} '21: Great Lakes Symposium on {VLSI} 2021, Virtual Event,
USA, June 22-25, 2021},
pages = {353--358},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3453688.3461530},
doi = {10.1145/3453688.3461530},
timestamp = {Mon, 04 Jul 2022 14:19:34 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/LiuZWZZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/OzenO21,
author = {Elbruz Ozen and
Alex Orailoglu},
title = {Evolving Complementary Sparsity Patterns for Hardware-Friendly Inference
of Sparse DNNs},
booktitle = {{IEEE/ACM} International Conference On Computer Aided Design, {ICCAD}
2021, Munich, Germany, November 1-4, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCAD51958.2021.9643452},
doi = {10.1109/ICCAD51958.2021.9643452},
timestamp = {Tue, 28 Dec 2021 12:29:05 +0100},
biburl = {https://dblp.org/rec/conf/iccad/OzenO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08314,
author = {Hossam Amer and
Ahmed H. Salamah and
Ahmad Sajedi and
En{-}Hui Yang},
title = {High Performance Convolution Using Sparsity and Patterns for Inference
in Deep Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2104.08314},
year = {2021},
url = {https://arxiv.org/abs/2104.08314},
eprinttype = {arXiv},
eprint = {2104.08314},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14713,
author = {Mingbao Lin and
Yuchao Li and
Yuxin Zhang and
Bohong Chen and
Fei Chao and
Mengdi Wang and
Shen Li and
Jun Yang and
Rongrong Ji},
title = {1{\texttimes}N Block Pattern for Network Sparsity},
journal = {CoRR},
volume = {abs/2105.14713},
year = {2021},
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eprinttype = {arXiv},
eprint = {2105.14713},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
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Bhavya Ahuja and
Manoj Kumar Riyal},
title = {Alphabet usage pattern, word lengths, and sparsity in seven Indo-European
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number = {4},
pages = {727--736},
year = {2020},
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Hao Shen and
Martin Kleinsteuber},
title = {Trace Quotient with Sparsity Priors for Learning Low Dimensional Image
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author = {Ruidong Fan and
Tingjin Luo and
Wenzhang Zhuge and
Sheng Qiang and
Chenping Hou},
title = {Multi-view subspace learning via bidirectional sparsity},
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pages = {107524},
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author = {Wei Wei and
Hua Dai and
Wei{-}tai Liang},
title = {Exponential sparsity preserving projection with applications to image
recognition},
journal = {Pattern Recognit.},
volume = {104},
pages = {107357},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2020.107357},
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author = {Xinchen Ye and
Mingliang Zhang and
Jingyu Yang and
Xin Fan and
Fangfang Guo},
title = {A sparsity-promoting image decomposition model for depth recovery},
journal = {Pattern Recognit.},
volume = {107},
pages = {107506},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2020.107506},
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timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
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author = {Deyin Liu and
Liangchen Liu and
Yun Tie and
Lin Qi},
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pages = {99--105},
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author = {Suofei Zhang and
Wenhao Fan and
Xiaofu Wu},
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pages = {193--199},
year = {2020},
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author = {Xiaolong Ma and
Wei Niu and
Tianyun Zhang and
Sijia Liu and
Sheng Lin and
Hongjia Li and
Wujie Wen and
Xiang Chen and
Jian Tang and
Kaisheng Ma and
Bin Ren and
Yanzhi Wang},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {An Image Enhancing Pattern-Based Sparsity for Real-Time Inference
on Mobile Devices},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XIII}},
series = {Lecture Notes in Computer Science},
volume = {12358},
pages = {629--645},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58601-0\_37},
doi = {10.1007/978-3-030-58601-0\_37},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
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@inproceedings{DBLP:conf/fccm/LiLWY20,
author = {Ning Li and
Leibo Liu and
Shaojun Wei and
Shouyi Yin},
title = {A High-performance Inference Accelerator Exploiting Patterned Sparsity
in CNNs},
booktitle = {28th {IEEE} Annual International Symposium on Field-Programmable Custom
Computing Machines, {FCCM} 2020, Fayetteville, AR, USA, May 3-6, 2020},
pages = {243},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FCCM48280.2020.00076},
doi = {10.1109/FCCM48280.2020.00076},
timestamp = {Thu, 25 Jun 2020 14:25:04 +0200},
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@inproceedings{DBLP:conf/fpl/YangLSLJJ20,
author = {Tao Yang and
Yunkun Liao and
Jianping Shi and
Yun Liang and
Naifeng Jing and
Li Jiang},
editor = {Nele Mentens and
Leonel Sousa and
Pedro Trancoso and
Miquel Peric{\`{a}}s and
Ioannis Sourdis},
title = {A Winograd-Based {CNN} Accelerator with a Fine-Grained Regular Sparsity
Pattern},
booktitle = {30th International Conference on Field-Programmable Logic and Applications,
{FPL} 2020, Gothenburg, Sweden, August 31 - September 4, 2020},
pages = {254--261},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FPL50879.2020.00050},
doi = {10.1109/FPL50879.2020.00050},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fpl/YangLSLJJ20.bib},
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author = {Xiaolong Ma and
Wei Niu and
Tianyun Zhang and
Sijia Liu and
Fu{-}Ming Guo and
Sheng Lin and
Hongjia Li and
Xiang Chen and
Jian Tang and
Kaisheng Ma and
Bin Ren and
Yanzhi Wang},
title = {An Image Enhancing Pattern-based Sparsity for Real-time Inference
on Mobile Devices},
journal = {CoRR},
volume = {abs/2001.07710},
year = {2020},
url = {https://arxiv.org/abs/2001.07710},
eprinttype = {arXiv},
eprint = {2001.07710},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-07710.bib},
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author = {Wenye Li and
Shuzhong Zhang},
title = {Binary Random Projections with Controllable Sparsity Patterns},
journal = {CoRR},
volume = {abs/2006.16180},
year = {2020},
url = {https://arxiv.org/abs/2006.16180},
eprinttype = {arXiv},
eprint = {2006.16180},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16180.bib},
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author = {Zijiang Zhu and
Junshan Li and
Yi Hu and
Xiaoguang Deng},
title = {Research on Age Estimation Algorithm Based on Structured Sparsity},
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author = {Julie Nutini and
Mark Schmidt and
Warren L. Hare},
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author = {Zhen Liu and
Xiao{-}Jun Wu and
Zhenqiu Shu},
title = {Sparsity augmented discriminative sparse representation for face recognition},
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number = {4},
pages = {1527--1535},
year = {2019},
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author = {Jimin Ye and
Yue Zhang},
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mixture},
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number = {3},
pages = {965--977},
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author = {Xingyuan Bu and
Yuwei Wu and
Zhi Gao and
Yunde Jia},
title = {Deep convolutional network with locality and sparsity constraints
for texture classification},
journal = {Pattern Recognit.},
volume = {91},
pages = {34--46},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2019.02.003},
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author = {Kuldeep Kumar and
Kaleem Siddiqi and
Christian Desrosiers},
title = {White matter fiber analysis using kernel dictionary learning and sparsity
priors},
journal = {Pattern Recognit.},
volume = {95},
pages = {83--95},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2019.06.002},
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timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
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author = {Jialin Peng and
Xiaofeng Zhu and
Ye Wang and
Le An and
Dinggang Shen},
title = {Structured sparsity regularized multiple kernel learning for Alzheimer's
disease diagnosis},
journal = {Pattern Recognit.},
volume = {88},
pages = {370--382},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.11.027},
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timestamp = {Sat, 30 May 2020 01:00:00 +0200},
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author = {Abd{-}Krim Seghouane and
Navid Shokouhi and
Inge Koch},
title = {Sparse Principal Component Analysis With Preserved Sparsity Pattern},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {7},
pages = {3274--3285},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2895464},
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timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/SeghouaneSK19.bib},
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author = {Swatantra Kafle and
Vipul Gupta and
Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed
Sensor Networks},
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volume = {5},
number = {1},
pages = {15--30},
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doi = {10.1109/TSIPN.2018.2838038},
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biburl = {https://dblp.org/rec/journals/tsipn/KafleGKWV19.bib},
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@inproceedings{DBLP:conf/hipc/VooturiK19,
author = {Dharma Teja Vooturi and
Kishore Kothapalli},
title = {Efficient Sparse Neural Networks Using Regularized Multi Block Sparsity
Pattern on a {GPU}},
booktitle = {26th {IEEE} International Conference on High Performance Computing,
Data, and Analytics, HiPC 2019, Hyderabad, India, December 17-20,
2019},
pages = {215--224},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HiPC.2019.00035},
doi = {10.1109/HIPC.2019.00035},
timestamp = {Thu, 20 Feb 2020 16:19:46 +0100},
biburl = {https://dblp.org/rec/conf/hipc/VooturiK19.bib},
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author = {Jingchao Zhang and
Liyan Qiao},
title = {A Novel Boost Algorithm Exploiting Adjacent Sparsity Pattern},
booktitle = {{IEEE} International Instrumentation and Measurement Technology Conference,
{I2MTC} 2019, Auckland, New Zealand, May 20-23, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/I2MTC.2019.8827147},
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author = {Balasubramaniam Thirunavukarasu and
Richi Nayak and
Chau Yuen},
editor = {Abhaya C. Nayak and
Alok Sharma},
title = {Sparsity Constraint Nonnegative Tensor Factorization for Mobility
Pattern Mining},
booktitle = {{PRICAI} 2019: Trends in Artificial Intelligence - 16th Pacific Rim
International Conference on Artificial Intelligence, Cuvu, Yanuca
Island, Fiji, August 26-30, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11671},
pages = {582--594},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29911-8\_45},
doi = {10.1007/978-3-030-29911-8\_45},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pricai/Thirunavukarasu19.bib},
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author = {Ningning Han and
Zhanjie Song},
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pages = {184--201},
year = {2018},
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timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/HanS18.bib},
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author = {Zahra Shaeiri and
Mohammad Reza Karami and
Ali Aghagolzadeh},
title = {Enhancing the sufficient condition of sparsity pattern recovery},
journal = {Digit. Signal Process.},
volume = {81},
pages = {43--49},
year = {2018},
url = {https://doi.org/10.1016/j.dsp.2018.06.011},
doi = {10.1016/J.DSP.2018.06.011},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/ShaeiriKA18.bib},
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author = {Hangting Cao and
Jiang Zhu and
Zhiwei Xu},
title = {Adaptive one-bit quantisation via approximate message passing with
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journal = {{IET} Signal Process.},
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pages = {629--635},
year = {2018},
url = {https://doi.org/10.1049/iet-spr.2017.0568},
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author = {Chuanbo Yu and
Rencan Nie and
Dongming Zhou},
title = {A Regularized Locality Projection-Based Sparsity Discriminant Analysis
for Face Recognition},
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number = {5},
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year = {2018},
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author = {Qi Xie and
Qian Zhao and
Deyu Meng and
Zongben Xu},
title = {Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications
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number = {8},
pages = {1888--1902},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2734888},
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biburl = {https://dblp.org/rec/journals/pami/XieZMX18.bib},
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author = {Zahra Shaeiri and
Mohammad Reza Karami and
Ali Aghagolzadeh},
title = {Enhancing the fundamental limits of sparsity pattern recovery},
journal = {Digit. Signal Process.},
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pages = {275--285},
year = {2017},
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author = {Angshul Majumdar and
Richa Singh and
Mayank Vatsa},
title = {Face Verification via Class Sparsity Based Supervised Encoding},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
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pages = {1273--1280},
year = {2017},
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author = {Naveed Akhtar and
Faisal Shafait and
Ajmal S. Mian},
title = {Efficient classification with sparsity augmented collaborative representation},
journal = {Pattern Recognit.},
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pages = {136--145},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.12.017},
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author = {Anush Sankaran and
Gaurav Goswami and
Mayank Vatsa and
Richa Singh and
Angshul Majumdar},
title = {Class sparsity signature based Restricted Boltzmann Machine},
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pages = {674--685},
year = {2017},
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author = {Hongxing Wang and
Yoshinobu Kawahara and
Chaoqun Weng and
Junsong Yuan},
title = {Representative Selection with Structured Sparsity},
journal = {Pattern Recognit.},
volume = {63},
pages = {268--278},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.10.014},
doi = {10.1016/J.PATCOG.2016.10.014},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WangKWY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangZW17,
author = {Jianjia Zhang and
Luping Zhou and
Lei Wang},
title = {Subject-adaptive Integration of Multiple {SICE} Brain Networks with
Different Sparsity},
journal = {Pattern Recognit.},
volume = {63},
pages = {642--652},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.09.024},
doi = {10.1016/J.PATCOG.2016.09.024},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhangZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/siamis/NgNYZ17,
author = {Michael K. Ng and
Henry Y. T. Ngan and
Xiaoming Yuan and
Wenxing Zhang},
title = {Lattice-Based Patterned Fabric Inspection by Using Total Variation
with Sparsity and Low-Rank Representations},
journal = {{SIAM} J. Imaging Sci.},
volume = {10},
number = {4},
pages = {2140--2164},
year = {2017},
url = {https://doi.org/10.1137/17M1113138},
doi = {10.1137/17M1113138},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/NgNYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiangLL17,
author = {Wei{-}Jie Liang and
Gang{-}Xuan Lin and
Chun{-}Shien Lu},
title = {Tree Structure Sparsity Pattern Guided Convex Optimization for Compressive
Sensing of Large-Scale Images},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {2},
pages = {847--859},
year = {2017},
url = {https://doi.org/10.1109/TIP.2016.2633872},
doi = {10.1109/TIP.2016.2633872},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/LiangLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Sangjun Park and
Nam Yul Yu and
Heung{-}No Lee},
title = {An Information-Theoretic Study for Joint Sparsity Pattern Recovery
With Different Sensing Matrices},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {9},
pages = {5559--5571},
year = {2017},
url = {https://doi.org/10.1109/TIT.2017.2704111},
doi = {10.1109/TIT.2017.2704111},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ParkYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/RenckerWP17,
author = {Lucas Rencker and
Wenwu Wang and
Mark D. Plumbley},
title = {Multivariate iterative hard thresholding for sparse decomposition
with flexible sparsity patterns},
booktitle = {25th European Signal Processing Conference, {EUSIPCO} 2017, Kos, Greece,
August 28 - September 2, 2017},
pages = {2156--2160},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/EUSIPCO.2017.8081591},
doi = {10.23919/EUSIPCO.2017.8081591},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/RenckerWP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/LiLW16,
author = {Xiaomeng Li and
Xuesong Lu and
Haixian Wang},
title = {Robust common spatial patterns with sparsity},
journal = {Biomed. Signal Process. Control.},
volume = {26},
pages = {52--57},
year = {2016},
url = {https://doi.org/10.1016/j.bspc.2015.12.005},
doi = {10.1016/J.BSPC.2015.12.005},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/LiLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cca/CarterHS16,
author = {Richard G. Carter and
Shahadat Hossain and
Marzia Sultana},
title = {Efficient detection of hessian matrix sparsity pattern},
journal = {{ACM} Commun. Comput. Algebra},
volume = {50},
number = {4},
pages = {151--154},
year = {2016},
url = {https://doi.org/10.1145/3055282.3055287},
doi = {10.1145/3055282.3055287},
timestamp = {Wed, 04 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cca/CarterHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/WenZH16,
author = {Ying Wen and
Le Zhang and
Lili Hou},
title = {Discriminant Sparsity Preserving Analysis for Face Recognition},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {30},
number = {2},
pages = {1656003:1--1656003:12},
year = {2016},
url = {https://doi.org/10.1142/S0218001416560036},
doi = {10.1142/S0218001416560036},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/WenZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/KimCSL16,
author = {JungHoe Kim and
Vince D. Calhoun and
Eunsoo Shim and
Jong{-}Hwan Lee},
title = {Deep neural network with weight sparsity control and pre-training
extracts hierarchical features and enhances classification performance:
Evidence from whole-brain resting-state functional connectivity patterns
of schizophrenia},
journal = {NeuroImage},
volume = {124},
pages = {127--146},
year = {2016},
url = {https://doi.org/10.1016/j.neuroimage.2015.05.018},
doi = {10.1016/J.NEUROIMAGE.2015.05.018},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/KimCSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/RoySM16,
author = {Debaditya Roy and
M. Srinivas and
C. Krishna Mohan},
title = {Sparsity-inducing dictionaries for effective action classification},
journal = {Pattern Recognit.},
volume = {59},
pages = {55--62},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2016.03.011},
doi = {10.1016/J.PATCOG.2016.03.011},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/RoySM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WengDJ16,
author = {Libo Weng and
Fadi Dornaika and
Zhong Jin},
title = {Flexible constrained sparsity preserving embedding},
journal = {Pattern Recognit.},
volume = {60},
pages = {813--823},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2016.06.027},
doi = {10.1016/J.PATCOG.2016.06.027},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WengDJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/MaoZ16,
author = {Jiayun Mao and
Zhenyue Zhang},
title = {A local convex method for rank-sparsity factorization},
journal = {Pattern Recognit. Lett.},
volume = {71},
pages = {31--37},
year = {2016},
url = {https://doi.org/10.1016/j.patrec.2015.12.002},
doi = {10.1016/J.PATREC.2015.12.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/MaoZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiWV16,
author = {Gang Li and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Decentralized and Collaborative Subspace Pursuit: {A} Communication-Efficient
Algorithm for Joint Sparsity Pattern Recovery With Sensor Networks},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {3},
pages = {556--566},
year = {2016},
url = {https://doi.org/10.1109/TSP.2015.2483482},
doi = {10.1109/TSP.2015.2483482},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LiWV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ThemelisRK16,
author = {Konstantinos E. Themelis and
Athanasios A. Rontogiannis and
Konstantinos D. Koutroumbas},
title = {Variational Bayes Group Sparse Time-Adaptive Parameter Estimation
With Either Known or Unknown Sparsity Pattern},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {12},
pages = {3194--3206},
year = {2016},
url = {https://doi.org/10.1109/TSP.2016.2543204},
doi = {10.1109/TSP.2016.2543204},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ThemelisRK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/KafleKWV16,
author = {Swatantra Kafle and
Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Decentralized joint sparsity pattern recovery using 1-bit compressive
sensing},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {1354--1358},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7906062},
doi = {10.1109/GLOBALSIP.2016.7906062},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/KafleKWV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WangLLCL16,
author = {Yuxi Wang and
Yue Liu and
Zhuwen Li and
Loong{-}Fah Cheong and
Haibin Ling},
title = {Visual tracking via sparsity pattern learning},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {2716--2721},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7900046},
doi = {10.1109/ICPR.2016.7900046},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icpr/WangLLCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MengWKHL16,
author = {Xiangming Meng and
Sheng Wu and
Linling Kuang and
Defeng Huang and
Jianhua Lu},
title = {Approximate Message Passing with Nearest Neighbor Sparsity Pattern
Learning},
journal = {CoRR},
volume = {abs/1601.00543},
year = {2016},
url = {http://arxiv.org/abs/1601.00543},
eprinttype = {arXiv},
eprint = {1601.00543},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MengWKHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Lin Feng and
Huibing Wang and
Sheng{-}lan Liu and
Hongwei Zhang},
title = {Locality Structured Sparsity Preserving Embedding},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {29},
number = {6},
pages = {1551010:1--1551010:23},
year = {2015},
url = {https://doi.org/10.1142/S0218001415510106},
doi = {10.1142/S0218001415510106},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/FengWLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Danlei Xu and
Lan Du and
Hongwei Liu and
Penghui Wang},
title = {Bayesian Classifier for Sparsity-Promoting Feature Selection},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {29},
number = {6},
pages = {1550022:1--1550022:28},
year = {2015},
url = {https://doi.org/10.1142/S0218001415500226},
doi = {10.1142/S0218001415500226},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijprai/XuDLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Quanxue Gao and
Yunfang Huang and
Hailin Zhang and
Xin Hong and
Kui Li and
Yong Wang},
title = {Discriminative sparsity preserving projections for image recognition},
journal = {Pattern Recognit.},
volume = {48},
number = {8},
pages = {2543--2553},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.02.015},
doi = {10.1016/J.PATCOG.2015.02.015},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GaoHZHLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Xiaowei He and
Junli Fan and
Zhonglong Zheng},
title = {Image restoration with l\({}_{\mbox{2}}\)-type edge-continuous overlapping
group sparsity},
journal = {Pattern Recognit. Lett.},
volume = {68},
pages = {211--216},
year = {2015},
url = {https://doi.org/10.1016/j.patrec.2015.10.001},
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timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/HeFZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Yinfu Feng and
Mingming Ji and
Jun Xiao and
Xiaosong Yang and
Jian J. Zhang and
Yueting Zhuang and
Xuelong Li},
title = {Mining Spatial-Temporal Patterns and Structural Sparsity for Human
Motion Data Denoising},
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number = {12},
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year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2381659},
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timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/FengJXYZZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/acssc/GuptaKWLV15,
author = {Vipul Gupta and
Bhavya Kailkhura and
Thakshila Wimalajeewa and
Sijia Liu and
Pramod K. Varshney},
editor = {Michael B. Matthews},
title = {Joint sparsity pattern recovery with 1-bit compressive sensing in
sensor networks},
booktitle = {49th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2015, Pacific Grove, CA, USA, November 8-11, 2015},
pages = {1472--1476},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ACSSC.2015.7421389},
doi = {10.1109/ACSSC.2015.7421389},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/GuptaKWLV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icassp/OnativiaLD15,
author = {Jon Onativia and
Yue M. Lu and
Pier Luigi Dragotti},
title = {Sparsity pattern recovery using {FRI} methods},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {5967--5971},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7179117},
doi = {10.1109/ICASSP.2015.7179117},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/OnativiaLD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Vipul Gupta and
Bhavya Kailkhura and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing in
Sensor Networks},
journal = {CoRR},
volume = {abs/1506.00540},
year = {2015},
url = {http://arxiv.org/abs/1506.00540},
eprinttype = {arXiv},
eprint = {1506.00540},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuptaKWV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Mingxia Liu and
Daoqiang Zhang},
title = {Sparsity Score: a Novel Graph-Preserving Feature Selection Method},
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volume = {28},
number = {4},
year = {2014},
url = {https://doi.org/10.1142/S0218001414500098},
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biburl = {https://dblp.org/rec/journals/ijprai/LiuZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Dorota Kurowicka},
title = {Joint density of correlations in the correlation matrix with chordal
sparsity patterns},
journal = {J. Multivar. Anal.},
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pages = {160--170},
year = {2014},
url = {https://doi.org/10.1016/j.jmva.2014.04.006},
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author = {Jungchan Cho and
Minsik Lee and
Hyung Jin Chang and
Songhwai Oh},
title = {Robust action recognition using local motion and group sparsity},
journal = {Pattern Recognit.},
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number = {5},
pages = {1813--1825},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2013.12.004},
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author = {Jingang Shi and
Xin Liu and
Chun Qi},
title = {Global consistency, local sparsity and pixel correlation: {A} unified
framework for face hallucination},
journal = {Pattern Recognit.},
volume = {47},
number = {11},
pages = {3520--3534},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2014.04.023},
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author = {Yin Kuang and
Lei Zhang and
Zhang Yi},
title = {An adaptive rank-sparsity {K-SVD} algorithm for image sequence denoising},
journal = {Pattern Recognit. Lett.},
volume = {45},
pages = {46--54},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2014.03.003},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Binghui Wang and
Chuang Lin and
Xin Fan and
Ning Jiang and
Dario Farina},
title = {Hierarchical Bayes based Adaptive Sparsity in Gaussian Mixture Model},
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pages = {238--247},
year = {2014},
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author = {Chunjie Zhang and
Chao Liang and
Junbiao Pang and
Yifan Zhang and
Jing Liu and
Lei Qin and
Qingming Huang},
title = {Undoing the codebook bias by linear transformation with sparsity and
F-norm constraints for image classification},
journal = {Pattern Recognit. Lett.},
volume = {45},
pages = {197--204},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2014.04.002},
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biburl = {https://dblp.org/rec/journals/prl/ZhangLPZLQH14.bib},
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author = {Robert Mansel Gower and
Margarida Pinheiro Mello},
title = {Computing the sparsity pattern of Hessians using automatic differentiation},
journal = {{ACM} Trans. Math. Softw.},
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year = {2014},
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@article{DBLP:journals/tsp/WimalajeewaV14,
author = {Thakshila Wimalajeewa and
Pramod K. Varshney},
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biburl = {https://dblp.org/rec/journals/tsp/WimalajeewaV14.bib},
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}
@inproceedings{DBLP:conf/chinasip/LuL14,
author = {Chun{-}Shien Lu and
Wei{-}Jie Liang},
title = {Fast compressive sensing of high-dimensional signals with tree-structure
sparsity pattern},
booktitle = {{IEEE} China Summit {\&} International Conference on Signal and
Information Processing, ChinaSIP 2014, Xi'an, China, July 9-13, 2014},
pages = {738--742},
publisher = {{IEEE}},
year = {2014},
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doi = {10.1109/CHINASIP.2014.6889342},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/chinasip/LuL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icassp/LiWV14,
author = {Gang Li and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Decentralized subspace pursuit for joint sparsity pattern recovery},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {3365--3369},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854224},
doi = {10.1109/ICASSP.2014.6854224},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiWV14.bib},
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author = {Ivan Ivek},
editor = {Peggy Cellier and
Thierry Charnois and
Andreas Hotho and
Stan Matwin and
Marie{-}Francine Moens and
Yannick Toussaint},
title = {Interpretable Low-rank Document Representations with Label-dependent
Sparsity Patterns},
booktitle = {Proceedings of the 1st International Workshop on Interactions between
Data Mining and Natural Language Processing co-located with The European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases, DMNLP@PKDD/ECML 2014, Nancy, France, September
15, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1202},
pages = {97--112},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1202/paper7.pdf},
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biburl = {https://dblp.org/rec/conf/pkdd/Ivek14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Hossein Hosseini and
Ali Goli and
Neda Barzegar Marvasti and
Masoume Azghani and
Farokh Marvasti},
title = {On Image Block Loss Restoration Using the Sparsity Pattern as Side
Information},
journal = {CoRR},
volume = {abs/1401.5966},
year = {2014},
url = {http://arxiv.org/abs/1401.5966},
eprinttype = {arXiv},
eprint = {1401.5966},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HosseiniGMAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Ivan Ivek},
title = {Interpretable Low-Rank Document Representations with Label-Dependent
Sparsity Patterns},
journal = {CoRR},
volume = {abs/1407.6872},
year = {2014},
url = {http://arxiv.org/abs/1407.6872},
eprinttype = {arXiv},
eprint = {1407.6872},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Ivek14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Gang Li and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Decentralized Subspace Pursuit for Joint Sparsity Pattern Recovery},
journal = {CoRR},
volume = {abs/1403.1460},
year = {2014},
url = {http://arxiv.org/abs/1403.1460},
eprinttype = {arXiv},
eprint = {1403.1460},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiWV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Gang Li and
Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Decentralized and Collaborative Subspace Pursuit: {A} Communication-Efficient
Algorithm for Joint Sparsity Pattern Recovery},
journal = {CoRR},
volume = {abs/1404.3394},
year = {2014},
url = {http://arxiv.org/abs/1404.3394},
eprinttype = {arXiv},
eprint = {1404.3394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiWV14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Lucilio Cordero{-}Grande and
Susana Merino{-}Caviedes and
Santiago Aja{-}Fern{\'{a}}ndez and
Carlos Alberola{-}L{\'{o}}pez},
title = {Groupwise Elastic Registration by a New Sparsity-Promoting Metric:
Application to the Alignment of Cardiac Magnetic Resonance Perfusion
Images},
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number = {11},
pages = {2638--2650},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2013.74},
doi = {10.1109/TPAMI.2013.74},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/Cordero-GrandeMAA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YangHYLSL13,
author = {Yang Yang and
Zi Huang and
Yi Yang and
Jiajun Liu and
Heng Tao Shen and
Jiebo Luo},
title = {Local image tagging via graph regularized joint group sparsity},
journal = {Pattern Recognit.},
volume = {46},
number = {5},
pages = {1358--1368},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.10.026},
doi = {10.1016/J.PATCOG.2012.10.026},
timestamp = {Wed, 27 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/YangHYLSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tit/ReevesG13,
author = {Galen Reeves and
Michael Gastpar},
title = {Approximate Sparsity Pattern Recovery: Information-Theoretic Lower
Bounds},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {6},
pages = {3451--3465},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2253852},
doi = {10.1109/TIT.2013.2253852},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ReevesG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WimalajeewaV13,
author = {Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Cooperative sparsity pattern recovery in distributed networks via
distributed-OMP},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {5288--5292},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638672},
doi = {10.1109/ICASSP.2013.6638672},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WimalajeewaV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WimalajeewaV13,
author = {Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Joint Sparsity Pattern Recovery under Communication Constraints: Greedy
Approaches},
journal = {CoRR},
volume = {abs/1307.8320},
year = {2013},
url = {http://arxiv.org/abs/1307.8320},
eprinttype = {arXiv},
eprint = {1307.8320},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WimalajeewaV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/WimalajeewaV12,
author = {Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Performance Bounds for Sparsity Pattern Recovery With Quantized Noisy
Random Projections},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {6},
number = {1},
pages = {43--57},
year = {2012},
url = {https://doi.org/10.1109/JSTSP.2011.2175700},
doi = {10.1109/JSTSP.2011.2175700},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/WimalajeewaV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/RasmussenHMCS12,
author = {Peter Mondrup Rasmussen and
Lars Kai Hansen and
Kristoffer Hougaard Madsen and
Nathan William Churchill and
Stephen C. Strother},
title = {Model sparsity and brain pattern interpretation of classification
models in neuroimaging},
journal = {Pattern Recognit.},
volume = {45},
number = {6},
pages = {2085--2100},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.09.011},
doi = {10.1016/J.PATCOG.2011.09.011},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/RasmussenHMCS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Jian Yang and
Lei Zhang and
Yong Xu and
Jing{-}Yu Yang},
title = {Beyond sparsity: The role of L\({}_{\mbox{1}}\)-optimizer in pattern
classification},
journal = {Pattern Recognit.},
volume = {45},
number = {3},
pages = {1104--1118},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.08.022},
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timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/YangZXY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Limei Zhang and
Songcan Chen and
Lishan Qiao},
title = {Graph optimization for dimensionality reduction with sparsity constraints},
journal = {Pattern Recognit.},
volume = {45},
number = {3},
pages = {1205--1210},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.08.015},
doi = {10.1016/J.PATCOG.2011.08.015},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangCQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Shuyuan Yang and
Min Wang and
Yaxin Sun and
Fenghua Sun and
Licheng Jiao},
title = {Compressive Sampling based Single-Image Super-resolution Reconstruction
by dual-sparsity and Non-local Similarity Regularizer},
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year = {2012},
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biburl = {https://dblp.org/rec/journals/prl/YangWSSJ12.bib},
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@article{DBLP:journals/tit/ReevesG12,
author = {Galen Reeves and
Michael Gastpar},
title = {The Sampling Rate-Distortion Tradeoff for Sparsity Pattern Recovery
in Compressed Sensing},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {5},
pages = {3065--3092},
year = {2012},
url = {https://doi.org/10.1109/TIT.2012.2184848},
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timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ReevesG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jun Fang and
Hongbin Li},
title = {Block-sparsity pattern recovery from noisy observations},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3321--3324},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288626},
doi = {10.1109/ICASSP.2012.6288626},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/FangL12.bib},
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author = {Behrooz Kamary Aliabadi},
title = {Tight Sufficient Conditions on Exact Sparsity Pattern Recovery},
journal = {CoRR},
volume = {abs/1209.4209},
year = {2012},
url = {http://arxiv.org/abs/1209.4209},
eprinttype = {arXiv},
eprint = {1209.4209},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-4209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-6719,
author = {Thakshila Wimalajeewa and
Pramod K. Varshney},
title = {Cooperative Sparsity Pattern Recovery in Distributed Networks Via
Distributed-OMP},
journal = {CoRR},
volume = {abs/1211.6719},
year = {2012},
url = {http://arxiv.org/abs/1211.6719},
eprinttype = {arXiv},
eprint = {1211.6719},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-6719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Reeves11,
author = {Galen Reeves},
title = {Sparsity Pattern Recovery in Compressed Sensing},
school = {University of California, Berkeley, {USA}},
year = {2011},
url = {http://www.escholarship.org/uc/item/7775157z},
timestamp = {Tue, 18 Apr 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Reeves11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Eun{-}Joo Lee and
Jun Zhang},
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biburl = {https://dblp.org/rec/journals/cma/LeeZ11.bib},
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author = {Kamiar Rahnama Rad},
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author = {Francisco Ramirez{-}Javega and
David Matas and
Meritxell Lamarca},
title = {Adaptive sampling for fast sparsity pattern recovery},
booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO}
2011, Barcelona, Spain, August 29 - Sept. 2, 2011},
pages = {348--352},
publisher = {{IEEE}},
year = {2011},
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@inproceedings{DBLP:conf/icip/RaoNWK11,
author = {Nikhil S. Rao and
Robert D. Nowak and
Stephen J. Wright and
Nick G. Kingsbury},
editor = {Beno{\^{\i}}t Macq and
Peter Schelkens},
title = {Convex approaches to model wavelet sparsity patterns},
booktitle = {18th {IEEE} International Conference on Image Processing, {ICIP} 2011,
Brussels, Belgium, September 11-14, 2011},
pages = {1917--1920},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICIP.2011.6115845},
doi = {10.1109/ICIP.2011.6115845},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
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author = {Nikhil S. Rao and
Robert D. Nowak and
Stephen J. Wright and
Nick G. Kingsbury},
title = {Convex Approaches to Model Wavelet Sparsity Patterns},
journal = {CoRR},
volume = {abs/1104.4385},
year = {2011},
url = {http://arxiv.org/abs/1104.4385},
eprinttype = {arXiv},
eprint = {1104.4385},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-4385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Lishan Qiao and
Songcan Chen and
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author = {Lishan Qiao and
Songcan Chen and
Xiaoyang Tan},
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face recognition},
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number = {5},
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author = {Martin S. Andersen and
Lieven Vandenberghe and
Joachim Dahl},
title = {Linear matrix inequalities with chordal sparsity patterns and applications
to robust quadratic optimization},
booktitle = {2010 {IEEE} International Symposium on Computer-Aided Control System
Design, {CACSD} 2010, Yokohama, Japan, September 8-10, 2010},
pages = {7--12},
publisher = {{IEEE}},
year = {2010},
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author = {Galen Reeves and
Michael Gastpar},
title = {Approximate Sparsity Pattern Recovery: Information-Theoretic Lower
Bounds},
journal = {CoRR},
volume = {abs/1002.4458},
year = {2010},
url = {http://arxiv.org/abs/1002.4458},
eprinttype = {arXiv},
eprint = {1002.4458},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1002-4458.bib},
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title = {Sparsity Pattern Recovery in Bernoulli-Gaussian Signal Model},
journal = {CoRR},
volume = {abs/1004.4044},
year = {2010},
url = {http://arxiv.org/abs/1004.4044},
eprinttype = {arXiv},
eprint = {1004.4044},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-4044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Galen Reeves and
Michael Gastpar},
title = {Fundamental Tradeoffs for Sparsity Pattern Recovery},
journal = {CoRR},
volume = {abs/1006.3128},
year = {2010},
url = {http://arxiv.org/abs/1006.3128},
eprinttype = {arXiv},
eprint = {1006.3128},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-3128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Dori Peleg and
Ron Meir},
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number = {11},
pages = {2607--2614},
year = {2009},
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timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Alyson K. Fletcher and
Sundeep Rangan and
Vivek K. Goyal},
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timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/FletcherRG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-0910-0456,
author = {Kamiar Rahnama Rad},
title = {Sharp Sufficient Conditions on Exact Sparsity Pattern Recovery},
journal = {CoRR},
volume = {abs/0910.0456},
year = {2009},
url = {http://arxiv.org/abs/0910.0456},
eprinttype = {arXiv},
eprint = {0910.0456},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0910-0456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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Amin Karbasi and
Soheil Mohajer and
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title = {An Estimation Theoretic Approach for Sparsity Pattern Recovery in
the Noisy Setting},
journal = {CoRR},
volume = {abs/0911.4880},
year = {2009},
url = {http://arxiv.org/abs/0911.4880},
eprinttype = {arXiv},
eprint = {0911.4880},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0911-4880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Hans Laurberg and
Mikkel N. Schmidt and
Mads Gr{\ae}sb{\o}ll Christensen and
S{\o}ren Holdt Jensen},
title = {Structured non-negative matrix factorization with sparsity patterns},
booktitle = {42nd Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2008, Pacific Grove, CA, USA, October 26-29, 2008},
pages = {1693--1697},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ACSSC.2008.5074714},
doi = {10.1109/ACSSC.2008.5074714},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/LaurbergSCJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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title = {Necessary and Sufficient Conditions on Sparsity Pattern Recovery},
journal = {CoRR},
volume = {abs/0804.1839},
year = {2008},
url = {http://arxiv.org/abs/0804.1839},
eprinttype = {arXiv},
eprint = {0804.1839},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0804-1839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/pami/LevinW07,
author = {Anat Levin and
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title = {User Assisted Separation of Reflections from a Single Image Using
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doi = {10.1109/TPAMI.2007.1106},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LevinW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijprai/WilsonSO03,
author = {David C. Wilson and
Barry Smyth and
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title = {Sparsity Reduction in Collaborative Recommendation: {A} Case-Based
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timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/WilsonSO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Kai Wang and
Sangbae Kim and
Jun Zhang},
title = {A Comparative Study on Dynamic and Static Sparsity Patterns in Parallel
Sparse Approximate Inverse Preconditioning},
journal = {J. Math. Model. Algorithms},
volume = {2},
number = {3},
pages = {203--215},
year = {2003},
url = {https://doi.org/10.1023/B:JMMA.0000015831.64190.1e},
doi = {10.1023/B:JMMA.0000015831.64190.1E},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmma/WangKZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mp/GriewankM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijhpca/Chow01,
author = {Edmond Chow},
title = {Parallel Implementation and Practical Use of Sparse Approximate Inverse
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biburl = {https://dblp.org/rec/journals/ijhpca/Chow01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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biburl = {https://dblp.org/rec/journals/pr/DrezetH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Edmond Chow},
title = {A Priori Sparsity Patterns for Parallel Sparse Approximate Inverse
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biburl = {https://dblp.org/rec/journals/siamsc/Chow00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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biburl = {https://dblp.org/rec/journals/siammax/HeltonLW94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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