Search results for "sparsity"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Jipeng Yan, Tao Zhang, Jacob Broughton-Venner, Pintong Huang, Meng-Xing Tang	Super-Resolution Ultrasound Through Sparsity-Based Deconvolution and Multi-Feature Tracking.	IEEE Trans. Medical Imaging	2022	DBLP DOI BibTeX RDF
10	Herb Kunze, Davide La Torre	Solving inverse problems for steady-state equations using a multiple criteria model with collage distance, entropy, and sparsity.	Ann. Oper. Res.	2022	DBLP DOI BibTeX RDF
10	Ulrike Schneider 0001, Patrick Tardivel	The Geometry of Uniqueness, Sparsity and Clustering in Penalized Estimation.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
10	William Fedus, Barret Zoph, Noam Shazeer	Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
10	Xiangfei Shen, Haijun Liu 0001, Xinzheng Zhang 0002, Kai Qin, Xichuan Zhou	Superpixel-Guided Local Sparsity Prior for Hyperspectral Sparse Regression Unmixing.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
10	Yong Hu 0006, Xiangbo Gong, Bo Wang, Zhiqiang Wang, Liguo Han	Phase-Amplitude Least-Squares Reverse Time Migration With a Simultaneous-Source Based on Sparsity Promotion in the Time-Frequency Domain.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
10	Zhaobing Qiu, Yong Ma 0001, Fan Fan 0001, Jun Huang 0008, Lang Wu	Global Sparsity-Weighted Local Contrast Measure for Infrared Small Target Detection.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
10	Xiyou Fu, Sen Jia, Meng Xu 0002, Jun Zhou 0001, Qingquan Li	Sparsity Constrained Fusion of Hyperspectral and Multispectral Images.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
10	Mingming Xu, Zhiru Yang, Guangbo Ren, Hui Sheng, Shanwei Liu, Wei Liu, Chuanlong Ye	L₁ Sparsity-Constrained Archetypal Analysis Algorithm for Hyperspectral Unmixing.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
10	Juanping Wu, Dong Feng, Jian Wang 0103, Xiaotao Huang	SAR Imaging From Azimuth Missing Raw Data via Sparsity Adaptive StOMP.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
10	Xiaojing Wang, Siwei Yu	Seismic Data Regularization on Nonequispaced Grid via a Joint Sparsity-Promotion Method.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
10	Heejune Sheen, Makoto Yamashita	Exploiting aggregate sparsity in second-order cone relaxations for quadratic constrained quadratic programming problems.	Optim. Methods Softw.	2022	DBLP DOI BibTeX RDF
10	Chenglong Yu, Zhiqi Li, Dapeng Yang, Hong Liu	Physical-Parameter-Free Learning of Inverse Dynamics for Multi-DOF Industrial Robots via Sparsity and Feature Learning.	J. Intell. Robotic Syst.	2022	DBLP DOI BibTeX RDF
10	Jie Wang 0037, Victor Magron, Jean B. Lasserre, Ngoc Hoang Anh Mai	CS-TSSOS: Correlative and Term Sparsity for Large-Scale Polynomial Optimization.	ACM Trans. Math. Softw.	2022	DBLP DOI BibTeX RDF
10	Frank E. Curtis, Yutong Dai 0002, Daniel P. Robinson	A Subspace Acceleration Method for Minimization Involving a Group Sparsity-Inducing Regularizer.	SIAM J. Optim.	2022	DBLP DOI BibTeX RDF
10	Dewei Zhang, Yin Liu, Sam Davanloo Tajbakhsh	A First-Order Optimization Algorithm for Statistical Learning with Hierarchical Sparsity Structure.	INFORMS J. Comput.	2022	DBLP DOI BibTeX RDF
10	Chenxi Zhang, Huiliang Zhao, Wenchao Chen, Bo Chen 0001, Penghui Wang, Changrui Jia, Hongwei Liu 0001	Robust Multiple-Measurement Sparsity-Aware STAP with Bayesian Variational Autoencoder.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Xinxi Feng, Le Han, Le Dong	Weighted Group Sparsity-Constrained Tensor Factorization for Hyperspectral Unmixing.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Yi Ding, Weiwei Fan, Zijing Zhang, Feng Zhou 0001, Bingbing Lu	Radio Frequency Interference Mitigation for Synthetic Aperture Radar Based on the Time-Frequency Constraint Joint Low-Rank and Sparsity Properties.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Jie Han, Songlin Zhang, Shouzhu Zheng, Minghua Wang, Haiyong Ding, Qingyun Yan	Bias Analysis and Correction for Ill-Posed Inversion Problem with Sparsity Regularization Based on L1 Norm for Azimuth Super-Resolution of Radar Forward-Looking Imaging.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Pengdan Zhang, Jifeng Ning	Hyperspectral Image Denoising via Group Sparsity Regularized Hybrid Spatio-Spectral Total Variation.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Donghe Liu, Yong-Bo Zhao 0001, Tingxiao Zhang	Sparsity-Based Two-Dimensional DOA Estimation for Co-Prime Planar Array via Enhanced Matrix Completion.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Weixing Yang, Daiyin Zhu	Multi-Circular SAR Three-Dimensional Image Formation via Group Sparsity in Adjacent Sub-Apertures.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Lucas Kock, Nadja Klein, David J. Nott	Variational inference and sparsity in high-dimensional deep Gaussian mixture models.	Stat. Comput.	2022	DBLP DOI BibTeX RDF
10	Lei Wang, Sheng Huang 0001, Luwen Huangfu, Bo Liu 0005, Xiaohong Zhang 0002	Multi-label out-of-distribution detection via exploiting sparsity and co-occurrence of labels.	Image Vis. Comput.	2022	DBLP DOI BibTeX RDF
10	Mingxin Yu, Changlong Wang, Yuhua Zhang, Zhilong Lin	Rotation-aware dynamic temporal consistency with spatial sparsity correlation tracking.	Image Vis. Comput.	2022	DBLP DOI BibTeX RDF
10	Ljubisa Stankovic	On the sparsity bound for the existence of a unique solution in compressive sensing by the Gershgorin theorem.	Signal Process.	2022	DBLP DOI BibTeX RDF
10	Yulian Zong, Jingen Ni	Cluster-sparsity-induced affine projection algorithm and its variable step-size version.	Signal Process.	2022	DBLP DOI BibTeX RDF
10	Shubhojeet Chatterjee, Rini Smita Thakur, Ram Narayan Yadav, Lalita Gupta	Sparsity-based modified wavelet de-noising autoencoder for ECG signals.	Signal Process.	2022	DBLP DOI BibTeX RDF
10	Xinghao Ding, Hao Liang, Andreas Jakobsson, Xiaotong Tu, Yue Huang 0001	High-resolution source localization exploiting the sparsity of the beamforming map.	Signal Process.	2022	DBLP DOI BibTeX RDF
10	Minghui Dai, Xiaofeng Ma, Weixing Sheng, Yubing Han	Sparsity-based direction-of-arrival and polarization estimation for mirrored linear vector sensor arrays.	Signal Process.	2022	DBLP DOI BibTeX RDF
10	Tian-Jing Zhang, Liang-Jian Deng, Zhong-Cheng Wu, Chao-Chao Zheng	An iterative approach for image fusion with dynamic gradient sparsity and anisotropic spectral-spatial total variation.	Signal Image Video Process.	2022	DBLP DOI BibTeX RDF
10	Donghyeon Han, Dongseok Im, Gwangtae Park, Youngwoo Kim, Seokchan Song, Juhyoung Lee, Hoi-Jun Yoo	A Mobile DNN Training Processor With Automatic Bit Precision Search and Fine-Grained Sparsity Exploitation.	IEEE Micro	2022	DBLP DOI BibTeX RDF
10	Lorenzo Gaudio, Giulio Colavolpe, Giuseppe Caire	OTFS vs. OFDM in the Presence of Sparsity: A Fair Comparison.	IEEE Trans. Wirel. Commun.	2022	DBLP DOI BibTeX RDF
10	Zhenkun Qiu, Shengli Zhou, Ming Zhao 0008, Wuyang Zhou	Low-Complexity Precoding by Exploiting Spatial Sparsity in Massive MIMO Systems.	IEEE Trans. Wirel. Commun.	2022	DBLP DOI BibTeX RDF
10	Xiaodan Shao, Xiaoming Chen 0001, Caijun Zhong, Zhaoyang Zhang 0001	Exploiting Simultaneous Low-Rank and Sparsity in Delay-Angular Domain for Millimeter-Wave/Terahertz Wideband Massive Access.	IEEE Trans. Wirel. Commun.	2022	DBLP DOI BibTeX RDF
10	Matteo Tacchi, Tillmann Weißer, Jean-Bernard Lasserre, Didier Henrion	Exploiting Sparsity for Semi-Algebraic Set Volume Computation.	Found. Comput. Math.	2022	DBLP DOI BibTeX RDF
10	Arka Ghosh 0001, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Asit Kumar Das, Rammohan Mallipeddi	A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers.	Pattern Recognit.	2022	DBLP DOI BibTeX RDF
10	Shuping Zhao, Jigang Wu, Bob Zhang 0001, Lunke Fei	Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation.	Pattern Recognit.	2022	DBLP DOI BibTeX RDF
10	Alessandro R. Galloni, Aya Samadzelkava, Kiran Hiremath, Reuben Oumnov, Aaron D. Milstein	Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition.	Frontiers Comput. Neurosci.	2022	DBLP DOI BibTeX RDF
10	Yingpin Chen, Yuming Huang, Lingzhi Wang, Huiying Huang, Jianhua Song, Chaoqun Yu, Yanping Xu	Salt and pepper noise removal method based on stationary Framelet transform with non-convex sparsity regularization.	IET Image Process.	2022	DBLP DOI BibTeX RDF
10	Hongcheng Liu, Yinyu Ye 0001, Hung Yi Lee	High-Dimensional Learning Under Approximate Sparsity with Applications to Nonsmooth Estimation and Regularized Neural Networks.	Oper. Res.	2022	DBLP DOI BibTeX RDF
10	Lilong Qin, Bo Tang 0002, Hai Wang, Zhongrui Huang	Multi-Task Learning STAP via Spatial Smoothness and Group Sparsity Regularizations.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Alvaro J. Riascos Villegas, Juan S. Moreno Pabón, Mateo Dulce Rubio, Sebastián Quintero, Johan García Vargas, Hernán García	Spatio Temporal Sparsity in Homicide Prediction Models.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Jichang Zhang, Faisal Najeeb, Xinpei Wang, Pengfei Xu, Hammad Omer, Jianjun Zheng, Jingfeng Zhang, Sue Francis, Paul Glover, Richard Bowtell, Chengbo Wang	Improved Dynamic Contrast-Enhanced MRI Using Low Rank With Joint Sparsity.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Changpeng Ji, Lina He, Wei Dai	Double-Norm Constrained Image Denoising Algorithm Based on Dictionary Learning Sparsity and FCM Structure Clustering.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Yuto Iwasaki, Taku Nonomura, Kumi Nakai, Takayuki Nagata, Yuji Saito, Keisuke Asai	Evaluation of Optimization Algorithms and Noise Robustness of Sparsity-Promoting Dynamic Mode Decomposition.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Gandeva Bayu Satrya, I Nyoman Apraz Ramatryana, Ledya Novamizanti, Soo Young Shin	Enhanced RGB-Based Basis Pursuit Sparsity Averaging Using Variable Density Sampling for Compressive Sensing of Eye Images.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Tariq Rahim, Rita Magdalena, I Putu Agus Eka Pratama, Ledya Novamizanti, I Nyoman Apraz Ramatryana, Soo Young Shin, Dong-Seong Kim 0002	Basis Pursuit With Sparsity Averaging for Compressive Sampling of Iris Images.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	S. Thiruppathirajan, Lakshmi Narayanan R., S. Sreelal, B. S. Manoj 0001	Sparsity Order Estimation for Compressed Sensing System Using Sparse Binary Sensing Matrix.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Chenxi Zhu, Haobo Wang, Yan Zhuang, Jie Li 0002, Yangjie Cao	A Sparsity-Limitation-Based High-Dimensional Distribution Searching Algorithm for Adversarial Attack.	J. Sensors	2022	DBLP DOI BibTeX RDF
10	Weihua Jiang, Feng Tong	Exploiting Sparsity for Underwater Acoustic Sensor Network Under Time-Varying Channels.	IEEE Internet Things J.	2022	DBLP DOI BibTeX RDF
10	Yuanchen Wang, Xu Zhu 0001, Eng Gee Lim, Zhongxiang Wei, Yufei Jiang	Grant-Free Communications With Adaptive Period for IIoT: Sparsity and Correlation-Based Joint Channel Estimation and Signal Detection.	IEEE Internet Things J.	2022	DBLP DOI BibTeX RDF
10	Jinming Lu, Jian Huang, Zhongfeng Wang 0001	THETA: A High-Efficiency Training Accelerator for DNNs With Triple-Side Sparsity Exploration.	IEEE Trans. Very Large Scale Integr. Syst.	2022	DBLP DOI BibTeX RDF
10	Prasanna Kumar Saragada, Bishnu Prasad Das	In-Memory Computation With Improved Linearity Using Adaptive Sparsity-Based Compact Thermometric Code.	IEEE Trans. Very Large Scale Integr. Syst.	2022	DBLP DOI BibTeX RDF
10	Zheng Cao, Jisheng Dai, Weichao Xu, Chunqi Chang	Bearing Fault Diagnosis With Frequency Sparsity Learning.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
10	Fei Wang, Xiang Tian 0002, Xuesong Liu, Boxuan Gu, Fan Zhou 0007, Yaowu Chen	Combination Complex-Valued Bayesian Compressive Sensing Method for Sparsity Constrained Deconvolution Beamforming.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
10	Reza Aghaie Abbasabad, Masoumeh Azghani	Distributed sparsity-based non-linear regression with multiple kernels in wireless sensor networks.	Ad Hoc Networks	2022	DBLP DOI BibTeX RDF
10	Corbinian Schlosser, Milan Korda	Sparsity Structures for Koopman and Perron-Frobenius Operators.	SIAM J. Appl. Dyn. Syst.	2022	DBLP DOI BibTeX RDF
10	Anup Bhattacharya, Sourav Chakraborty 0001, Arijit Ghosh, Gopinath Mishra, Manaswi Paraashar	Disjointness through the Lens of Vapnik-Chervonenkis Dimension: Sparsity and Beyond.	Comput. Complex.	2022	DBLP DOI BibTeX RDF
10	Jisheng Dai, Hing Cheung So	Group-Sparsity Learning Approach for Bearing Fault Diagnosis.	IEEE Trans. Ind. Informatics	2022	DBLP DOI BibTeX RDF
10	Guoxia Xu, Xiaoxue Deng, Xiaokang Zhou, Marius Pedersen, Lucia Cimmino, Hao Wang 0003	FCFusion: Fractal Componentwise Modeling With Group Sparsity for Medical Image Fusion.	IEEE Trans. Ind. Informatics	2022	DBLP DOI BibTeX RDF
10	Xianchao Xiu, Zhonghua Miao, Ying Yang 0002, Wanquan Liu	Deep Canonical Correlation Analysis Using Sparsity-Constrained Optimization for Nonlinear Process Monitoring.	IEEE Trans. Ind. Informatics	2022	DBLP DOI BibTeX RDF
10	Mahdie Eghdami, Hadi Sadoghi Yazdi, Neshat Salehi	Sparsity-aware support vector data description reinforced by expectation maximization.	Expert Syst. J. Knowl. Eng.	2022	DBLP DOI BibTeX RDF
10	Ying Ban, Lixia Chen, Xuewen Wang	Background subtraction based on logarithm rank function and structured sparsity.	Multim. Tools Appl.	2022	DBLP DOI BibTeX RDF
10	Taushif Anwar, V. Uma, Md. Imran Hussain, Muralidhar Pantula	Collaborative filtering and kNN based recommendation to overcome cold start and sparsity issues: A comparative analysis.	Multim. Tools Appl.	2022	DBLP DOI BibTeX RDF
10	Zhanpeng Huang, Wu Jiekang	A Multiview Clustering Method With Low-Rank and Sparsity Constraints for Cancer Subtyping.	IEEE ACM Trans. Comput. Biol. Bioinform.	2022	DBLP DOI BibTeX RDF
10	Ye Yu 0003, Niraj K. Jha	SPRING: A Sparsity-Aware Reduced-Precision Monolithic 3D CNN Accelerator Architecture for Training and Inference.	IEEE Trans. Emerg. Top. Comput.	2022	DBLP DOI BibTeX RDF
10	Zhiyong Zhou, Jun Yu 0005	Estimation of block sparsity in compressive sensing.	Int. J. Wavelets Multiresolution Inf. Process.	2022	DBLP DOI BibTeX RDF
10	Prateek G. V., Yo-El Ju, Arye Nehorai	Sparsity-Assisted Signal Denoising and Pattern Recognition in Time-Series Data.	Circuits Syst. Signal Process.	2022	DBLP DOI BibTeX RDF
10	Haiying Yuan, Zhiyong Zeng, Junpeng Cheng, Minghao Li	A Flexible Sparsity-Aware Accelerator with High Sensitivity and Efficient Operation for Convolutional Neural Networks.	Circuits Syst. Signal Process.	2022	DBLP DOI BibTeX RDF
10	Ji Hye Won, Jinyoung Youn, Hyunjin Park	Enhanced neuroimaging genetics using multi-view non-negative matrix factorization with sparsity and prior knowledge.	Medical Image Anal.	2022	DBLP DOI BibTeX RDF
10	Kento Saka, Toshimichi Saito	A Trade-Off between Memory Stability and Connection Sparsity in Simple Binary Associative Memories.	IEICE Trans. Fundam. Electron. Commun. Comput. Sci.	2022	DBLP DOI BibTeX RDF
10	Mou Wang, Shunjun Wei, Zichen Zhou, Jun Shi 0002, Xiaoling Zhang 0002, Yongxin Guo	3-D SAR Autofocusing With Learned Sparsity.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Yong Hu 0006, Tongjun Chen, Li-Yun Fu, Ru-Shan Wu, Yongzhong Xu, Liguo Han, Xingguo Huang	A 2-D Local Correlative Misfit for Least-Squares Reverse Time Migration With Sparsity Promotion.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Wenhao Xu, Jinghuai Gao, Lingling Wang, Yajun Tian, Jianfeng Qiu, Xiudi Jiang, Daxing Wang	Compact Smoothness and Relative Sparsity Algorithm for High-Resolution Wavelet and Reflectivity Inversion of Seismic Data.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Jiahui Chen 0005, Yang Zhang 0086, Shisheng Guo, Guolong Cui, Peilun Wu, Chao Jia, Lingjiang Kong	Joint Estimation of NLOS Building Layout and Targets via Sparsity-Driven Approach.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Hamzeh Mohammadigheymasi, Paul Andrew Crocker, Maryam Fathi, Eduardo Almeida, Graca Silveira, Ali Gholami, Martin Schimmel	Sparsity-Promoting Approach to Polarization Analysis of Seismic Signals in the Time-Frequency Domain.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Zacharie Idriss, Raghu G. Raj, Ram M. Narayanan	A Computational Electromagnetics and Sparsity-Based Feature Extraction Approach to Ground-Penetrating Radar Imaging.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Lakshmi Kuruguntla, Vineela Chandra Dodda, Anup Kumar Mandpura, Karthikeyan Elumalai	Erratic Noise Attenuation Using Double Sparsity Dictionary Learning Method.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Chein-I Chang, Jie Chen	Hyperspectral Anomaly Detection by Data Sphering and Sparsity Density Peaks.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Pengfei Liu 0002, Liang Xiao 0001	A Nonconvex Pansharpening Model With Spatial and Spectral Gradient Difference-Induced Nonconvex Sparsity Priors.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Haitao Yin	Panchromatic Side Sparsity Model-Based Deep Unfolding Network for Pansharpening.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Yingxu Wang 0002, Tianjun Li, Long Chen 0001, Yufeng Yu, Yin-Ping Zhao, Jin Zhou 0003	Tensor-Based Robust Principal Component Analysis With Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Long Li, Jianwei Ma, François-Xavier Le Dimet, Arthur Vidard	Assimilation of Images via Dictionary Learning-Based Sparsity Regularization Strategy: An Application for Retrieving Fluid Flows.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Jing Yao 0002, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, Zongben Xu	Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Yong Chen 0013, Ting-Zhu Huang, Wei He 0003, Xi-Le Zhao, Hongyan Zhang 0001, Jinshan Zeng	Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Yong Chen 0013, Wei He 0003, Xi-Le Zhao, Ting-Zhu Huang, Jinshan Zeng, Hui Lin 0002	Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Zhaohai Meng, Yanfei Wang, Jinhui Li, Guoqing Ma, Fengting Li	A Fast and Stable Projected Space Algorithm for Sparsity Inversion of Gravity Data.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Yun Zhang 0023, Xin Qi 0008, Yicheng Jiang, Hongbo Li 0002, Zitao Liu	Image Reconstruction for Low-Oversampled Staggered SAR Based on Sparsity Bayesian Learning in the Presence of a Nonlinear PRI Variation Strategy.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Ziyu Wu, Bin Wang 0008	Kernel-Based Decomposition Model With Total Variation and Sparsity Regularizations via Union Dictionary for Nonlinear Hyperspectral Anomaly Detection.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Yue Zhong, Yulia Gryaditskaya, Honggang Zhang 0002, Yi-Zhe Song	A study of deep single sketch-based modeling: View/style invariance, sparsity and latent space disentanglement.	Comput. Graph.	2022	DBLP DOI BibTeX RDF
10	Laura Nunez-Gonzalez, Martijn Nagtegaal, Dirk H. J. Poot, Jeroen de Bresser, Matthias J. P. van Osch, Juan Antonio Hernández Tamames, Frans M. Vos	Accuracy and repeatability of joint sparsity multi-component estimation in MR Fingerprinting.	NeuroImage	2022	DBLP DOI BibTeX RDF
10	Dongxu Liu, Haiquan Zhao	A family of variable step-size sparsity-aware SSAF algorithms with individual-weighting-factors under model-driven method.	J. Frankl. Inst.	2022	DBLP DOI BibTeX RDF
10	Sangyeob Kim, Juhyoung Lee, Sanghoon Kang, Donghyeon Han, Wooyoung Jo, Hoi-Jun Yoo	TSUNAMI: Triple Sparsity-Aware Ultra Energy-Efficient Neural Network Training Accelerator With Multi-Modal Iterative Pruning.	IEEE Trans. Circuits Syst. I Regul. Pap.	2022	DBLP DOI BibTeX RDF
10	Thomas James Thomas, J. Sheeba Rani	FPGA Implementation of Sparsity Independent Regularized Pursuit for Fast CS Reconstruction.	IEEE Trans. Circuits Syst. I Regul. Pap.	2022	DBLP DOI BibTeX RDF
10	Le Gao, Xifeng Li, Dongjie Bi, Libiao Peng, Xuan Xie, Yongle Xie	Robust Tensor Recovery in Impulsive Noise Based on Correntropy and Hybrid Tensor Sparsity.	IEEE Trans. Circuits Syst. II Express Briefs	2022	DBLP DOI BibTeX RDF
10	Xin Qiao, Jiahao Song, Xiyuan Tang, Haoyang Luo, Nanbing Pan, Xiaoxin Cui, Runsheng Wang, Yuan Wang 0001	A 65 nm 73 kb SRAM-Based Computing-In-Memory Macro With Dynamic-Sparsity Controlling.	IEEE Trans. Circuits Syst. II Express Briefs	2022	DBLP DOI BibTeX RDF
10	Dongxu Liu, Haiquan Zhao	Sparsity-Aware Logarithmic Hyperbolic Cosine Normalized Subband Adaptive Filter Algorithm With Step-Size Optimization.	IEEE Trans. Circuits Syst. II Express Briefs	2022	DBLP DOI BibTeX RDF
10	Yi Yu 0002, Zongxin Huang, Hongsen He, Yuriy Zakharov 0001, Rodrigo C. de Lamare	Sparsity-Aware Robust Normalized Subband Adaptive Filtering Algorithms With Alternating Optimization of Parameters.	IEEE Trans. Circuits Syst. II Express Briefs	2022	DBLP DOI BibTeX RDF