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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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@inproceedings{DBLP:conf/aistats/SakaueO23, author = {Shinsaku Sakaue and Taihei Oki}, title = {Improved Generalization Bound and Learning of Sparsity Patterns for Data-Driven Low-Rank Approximation}, booktitle = {{AISTATS}}, series = {Proceedings of Machine Learning Research}, volume = {206}, pages = {1--10}, publisher = {{PMLR}}, year = {2023} }
@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 = {{ISIT}}, pages = {1172--1177}, publisher = {{IEEE}}, year = {2023} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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}, title = {{EBSP:} evolving bit sparsity patterns for hardware-friendly inference of quantized deep neural networks}, booktitle = {{DAC}}, pages = {259--264}, publisher = {{ACM}}, year = {2022} }
@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 = {{ISCAS}}, pages = {799--803}, publisher = {{IEEE}}, year = {2022} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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}, title = {Systolic-Array Deep-Learning Acceleration Exploring Pattern-Indexed Coordinate-Assisted Sparsity for Real-Time On-Device Speech Processing}, booktitle = {{ACM} Great Lakes Symposium on {VLSI}}, pages = {353--358}, publisher = {{ACM}}, year = {2021} }
@inproceedings{DBLP:conf/iccad/OzenO21, author = {Elbruz Ozen and Alex Orailoglu}, title = {Evolving Complementary Sparsity Patterns for Hardware-Friendly Inference of Sparse DNNs}, booktitle = {{ICCAD}}, pages = {1--8}, publisher = {{IEEE}}, year = {2021} }
@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} }
@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} }
@article{DBLP:journals/lalc/RajputAR20, author = {Nikhil Kumar Rajput and Bhavya Ahuja and Manoj Kumar Riyal}, title = {Alphabet usage pattern, word lengths, and sparsity in seven Indo-European languages}, journal = {Digit. Scholarsh. Humanit.}, volume = {35}, number = {4}, pages = {727--736}, year = {2020} }
@article{DBLP:journals/pami/WeiSK20, author = {Xian Wei and Hao Shen and Martin Kleinsteuber}, title = {Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {42}, number = {12}, pages = {3119--3135}, year = {2020} }
@article{DBLP:journals/pr/FanLZQH20, author = {Ruidong Fan and Tingjin Luo and Wenzhang Zhuge and Sheng Qiang and Chenping Hou}, title = {Multi-view subspace learning via bidirectional sparsity}, journal = {Pattern Recognit.}, volume = {108}, pages = {107524}, year = {2020} }
@article{DBLP:journals/pr/WeiDL20, 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} }
@article{DBLP:journals/pr/YeZYFG20, 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} }
@article{DBLP:journals/prl/LiuLTQ20, author = {Deyin Liu and Liangchen Liu and Yun Tie and Lin Qi}, title = {Multi-task image set classification via joint representation with class-level sparsity and intra-task low-rankness}, journal = {Pattern Recognit. Lett.}, volume = {132}, pages = {99--105}, year = {2020} }
@article{DBLP:journals/prl/ZhangFW20, author = {Suofei Zhang and Wenhao Fan and Xiaofu Wu}, title = {Towards capsule routing as reconstruction with sparsity constraints}, journal = {Pattern Recognit. Lett.}, volume = {140}, pages = {193--199}, year = {2020} }
@inproceedings{DBLP:conf/eccv/MaNZLLLWCTMRW20, 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}, title = {An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices}, booktitle = {{ECCV} {(13)}}, series = {Lecture Notes in Computer Science}, volume = {12358}, pages = {629--645}, publisher = {Springer}, year = {2020} }
@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 = {{FCCM}}, pages = {243}, publisher = {{IEEE}}, year = {2020} }
@inproceedings{DBLP:conf/fpl/YangLSLJJ20, author = {Tao Yang and Yunkun Liao and Jianping Shi and Yun Liang and Naifeng Jing and Li Jiang}, title = {A Winograd-Based {CNN} Accelerator with a Fine-Grained Regular Sparsity Pattern}, booktitle = {{FPL}}, pages = {254--261}, publisher = {{IEEE}}, year = {2020} }
@article{DBLP:journals/corr/abs-2001-07710, 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} }
@article{DBLP:journals/corr/abs-2006-16180, author = {Wenye Li and Shuzhong Zhang}, title = {Binary Random Projections with Controllable Sparsity Patterns}, journal = {CoRR}, volume = {abs/2006.16180}, year = {2020} }
@article{DBLP:journals/ijprai/ZhuLHD19, author = {Zijiang Zhu and Junshan Li and Yi Hu and Xiaoguang Deng}, title = {Research on Age Estimation Algorithm Based on Structured Sparsity}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {33}, number = {6}, pages = {1956006:1--1956006:20}, year = {2019} }
@article{DBLP:journals/ol/NutiniSH19, author = {Julie Nutini and Mark Schmidt and Warren L. Hare}, title = {"Active-set complexity" of proximal gradient: How long does it take to find the sparsity pattern?}, journal = {Optim. Lett.}, volume = {13}, number = {4}, pages = {645--655}, year = {2019} }
@article{DBLP:journals/paa/LiuWS19, author = {Zhen Liu and Xiao{-}Jun Wu and Zhenqiu Shu}, title = {Sparsity augmented discriminative sparse representation for face recognition}, journal = {Pattern Anal. Appl.}, volume = {22}, number = {4}, pages = {1527--1535}, year = {2019} }
@article{DBLP:journals/paa/YeZ19, author = {Jimin Ye and Yue Zhang}, title = {MAP-based image denoising with structured sparsity and Gaussian scale mixture}, journal = {Pattern Anal. Appl.}, volume = {22}, number = {3}, pages = {965--977}, year = {2019} }
@article{DBLP:journals/pr/BuWGJ19, 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} }
@article{DBLP:journals/pr/KumarSD19, 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} }
@article{DBLP:journals/pr/PengZWAS19, 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} }
@article{DBLP:journals/tip/SeghouaneSK19, 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} }
@article{DBLP:journals/tsipn/KafleGKWV19, 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}, journal = {{IEEE} Trans. Signal Inf. Process. over Networks}, volume = {5}, number = {1}, pages = {15--30}, year = {2019} }
@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 = {HiPC}, pages = {215--224}, publisher = {{IEEE}}, year = {2019} }
@inproceedings{DBLP:conf/i2mtc/ZhangQ19, author = {Jingchao Zhang and Liyan Qiao}, title = {A Novel Boost Algorithm Exploiting Adjacent Sparsity Pattern}, booktitle = {{I2MTC}}, pages = {1--6}, publisher = {{IEEE}}, year = {2019} }
@inproceedings{DBLP:conf/pricai/Thirunavukarasu19, author = {Balasubramaniam Thirunavukarasu and Richi Nayak and Chau Yuen}, title = {Sparsity Constraint Nonnegative Tensor Factorization for Mobility Pattern Mining}, booktitle = {{PRICAI} {(2)}}, series = {Lecture Notes in Computer Science}, volume = {11671}, pages = {582--594}, publisher = {Springer}, year = {2019} }
@article{DBLP:journals/dsp/HanS18, author = {Ningning Han and Zhanjie Song}, title = {Bayesian multiple measurement vector problem with spatial structured sparsity patterns}, journal = {Digit. Signal Process.}, volume = {75}, pages = {184--201}, year = {2018} }
@article{DBLP:journals/dsp/ShaeiriKA18, 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} }
@article{DBLP:journals/iet-spr/Cao0X18, author = {Hangting Cao and Jiang Zhu and Zhiwei Xu}, title = {Adaptive one-bit quantisation via approximate message passing with nearest neighbour sparsity pattern learning}, journal = {{IET} Signal Process.}, volume = {12}, number = {5}, pages = {629--635}, year = {2018} }
@article{DBLP:journals/ijprai/YuNZ18, author = {Chuanbo Yu and Rencan Nie and Dongming Zhou}, title = {A Regularized Locality Projection-Based Sparsity Discriminant Analysis for Face Recognition}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {32}, number = {5}, pages = {1856006:1--1856006:19}, year = {2018} }
@article{DBLP:journals/pami/XieZMX18, author = {Qi Xie and Qian Zhao and Deyu Meng and Zongben Xu}, title = {Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {40}, number = {8}, pages = {1888--1902}, year = {2018} }
@article{DBLP:journals/dsp/ShaeiriKA17, author = {Zahra Shaeiri and Mohammad Reza Karami and Ali Aghagolzadeh}, title = {Enhancing the fundamental limits of sparsity pattern recovery}, journal = {Digit. Signal Process.}, volume = {69}, pages = {275--285}, year = {2017} }
@article{DBLP:journals/pami/MajumdarSV17, 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.}, volume = {39}, number = {6}, pages = {1273--1280}, year = {2017} }
@article{DBLP:journals/pr/AkhtarSM17, author = {Naveed Akhtar and Faisal Shafait and Ajmal S. Mian}, title = {Efficient classification with sparsity augmented collaborative representation}, journal = {Pattern Recognit.}, volume = {65}, pages = {136--145}, year = {2017} }
@article{DBLP:journals/pr/SankaranGVSM17, author = {Anush Sankaran and Gaurav Goswami and Mayank Vatsa and Richa Singh and Angshul Majumdar}, title = {Class sparsity signature based Restricted Boltzmann Machine}, journal = {Pattern Recognit.}, volume = {61}, pages = {674--685}, year = {2017} }
@article{DBLP:journals/pr/WangKWY17, 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} }
@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} }
@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} }
@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} }
@article{DBLP:journals/tit/ParkYL17, 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} }
@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 = {{EUSIPCO}}, pages = {2156--2160}, publisher = {{IEEE}}, year = {2017} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
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