Search results for "sparsity"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Zhiyuan Zha, Bihan Wen, Xin Yuan 0002, Jiachao Zhang, Jiantao Zhou 0001, Yilong Lu, Ce Zhu	Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Junkui Tang, Zheng Liu, Lei Ran, Rong Xie, Jikai Qin	Enhancing Forward-Looking Image Resolution: Combining Low-Rank and Sparsity Priors.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Wenting Shang, Jiangjun Peng, Zebin Wu 0001, Yang Xu 0006, Mohamad Jouni, Mauro Dalla Mura, Zhihui Wei	Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Xiyou Fu, Yujuan Guo, Meng Xu 0002, Sen Jia	Hyperspectral Image Denoising via Robust Subspace Estimation and Group Sparsity Constraint.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Wei Li 0032, Yinjian Wang, Na Liu 0014, Chenchao Xiao, Zhiwei Sun, Qian Du 0001	Integrated Spatio-Spectral-Temporal Fusion via Anisotropic Sparsity Constrained Low-Rank Tensor Approximation.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Yanbo Mai, Shuanghui Zhang, Weidong Jiang, Chi Zhang 0045, Kai Huo, Yongxiang Liu	ISAR Imaging of Precession Target Based on Joint Constraints of Low Rank and Sparsity of Tensor.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Chunyang Cui, Xinyu Wang 0003, Shaoyu Wang, Liangpei Zhang 0001, Yanfei Zhong	Unrolling Nonnegative Matrix Factorization With Group Sparsity for Blind Hyperspectral Unmixing.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Le Sun 0002, Qiujie Cao, Yuwen Chen, Yuhui Zheng, Zebin Wu 0001	Mixed Noise Removal for Hyperspectral Images Based on Global Tensor Low-Rankness and Nonlocal SVD-Aided Group Sparsity.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Jingyue Lu, Lei Zhang 0019, Shaopeng Wei, Yachao Li	Resolution Enhancement for Forwarding Looking Multi-Channel SAR Imagery With Exploiting Space-Time Sparsity.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Yin-Ping Zhao, Hongyan Li, Yongyong Chen, Zhen Wang 0004, Xuelong Li 0001	Hyperspectral Anomaly Detection via Structured Sparsity Plus Enhanced Low-Rankness.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Yanli Yuan, De Wen Soh, Zehui Xiong, Tony Q. S. Quek	Applicable and Partial Learning of Graph Topology Without Sparsity Priors.	IEEE Trans. Netw. Sci. Eng.	2023	DBLP DOI BibTeX RDF
10	Abhijit Mishra, Upendra Kumar Sahoo, Subrata Maity	Sparsity promoting decentralized learning strategies for radio tomographic imaging using consensus based ADMM approach.	J. Frankl. Inst.	2023	DBLP DOI BibTeX RDF
10	Abhijit Mishra, Upendra Kumar Sahoo, Subrata Maiti	Corrigendum to "Sparsity promoting decentralized learning strategies for radio tomographic imaging using consensus based ADMM approach" [Journal of the Franklin Institute 360 (2023) 5211-5241].	J. Frankl. Inst.	2023	DBLP DOI BibTeX RDF
10	Yiqi Wang 0005, Fengbin Tu, Leibo Liu, Shaojun Wei, Yuan Xie 0001, Shouyi Yin	SPCIM: Sparsity-Balanced Practical CIM Accelerator With Optimized Spatial-Temporal Multi-Macro Utilization.	IEEE Trans. Circuits Syst. I Regul. Pap.	2023	DBLP DOI BibTeX RDF
10	Pao-Te Lin, Kuo-Shih Tseng	Improvement of Submodular Maximization Problems With Routing Constraints via Submodularity and Fourier Sparsity.	IEEE Robotics Autom. Lett.	2023	DBLP DOI BibTeX RDF
10	Zhengliang Zhu, Feng Tong, Yuehai Zhou	Enhanced Sparsity-Aware RLS Algorithm for Efficient Estimation of Time-Varying Sparse System.	IEEE Trans. Circuits Syst. II Express Briefs	2023	DBLP DOI BibTeX RDF
10	Alexander J. Leigh, Moslem Heidarpur, Mitra Mirhassani	Digital Hardware Implementations of Spiking Neural Networks With Selective Input Sparsity for Edge Inferences in Controlled Image Acquisition Environments.	IEEE Trans. Circuits Syst. II Express Briefs	2023	DBLP DOI BibTeX RDF
10	Thomas James Thomas, J. Sheeba Rani	Gradient Pursuit Architecture for Reduced Complexity Sparsity Independent CS Recovery.	IEEE Trans. Circuits Syst. II Express Briefs	2023	DBLP DOI BibTeX RDF
10	Xinmiao Zhang, Zhenshan Xie	Sparsity-Aware Medium-Density Parity-Check Decoder for McEliece Cryptosystems.	IEEE Trans. Circuits Syst. II Express Briefs	2023	DBLP DOI BibTeX RDF
10	Sandesh Jain, Sudhan Majhi	Sparsity-Constrained Kernel Generalized Maximum Versoria Criterion With Variable Center.	IEEE Trans. Circuits Syst. II Express Briefs	2023	DBLP DOI BibTeX RDF
10	Kanglin Xiao, Xiaoxin Cui, Xin Qiao, Jiahao Song, Haoyang Luo, Xin'an Wang, Yuan Wang 0001	A 28nm 32Kb SRAM Computing-in-Memory Macro With Hierarchical Capacity Attenuator and Input Sparsity-Optimized ADC for 4b Mac Operation.	IEEE Trans. Circuits Syst. II Express Briefs	2023	DBLP DOI BibTeX RDF
10	Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison	Stealth Data Injection Attacks With Sparsity Constraints.	IEEE Trans. Smart Grid	2023	DBLP DOI BibTeX RDF
10	Yong Zhu, Jie Ma, Yiming Yu, Songtao Gao, Haiming Wang	Deep Learning-Based Cluster Delay Estimation Using Prior Sparsity.	IEEE Wirel. Commun. Lett.	2023	DBLP DOI BibTeX RDF
10	Hashem Ghanem, Joseph Salmon, Nicolas Keriven, Samuel Vaiter	Supervised Learning of Analysis-Sparsity Priors With Automatic Differentiation.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
10	Vinal Patel, Sankha Subhra Bhattacharjee, Mads Græsbøll Christensen	Generalized Soft-Root-Sign Based Robust Sparsity-Aware Adaptive Filters.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
10	Rahul Parhi, Michael Unser	The Sparsity of Cycle Spinning for Wavelet-Based Solutions of Linear Inverse Problems.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
10	Yanjun Li, Wendong Chen	A Correlation Coefficient Sparsity Adaptive Matching Pursuit Algorithm.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
10	Yun Cheng, Tianpeng Liu, Junpeng Shi, Li Liu 0002, Yongxiang Liu	Redundancy-Reduced Sparsity-Based Adaptive Beamforming for Polarization-Sensitive Arrays.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
10	Yongxiang Li, Dezhong Peng, Yong Xiang 0001, Qingchuan Tao, Zhong Yuan	Statistically Dependent Blind Signal Separation Under Relaxed Sparsity.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
10	Yutong Feng, Akihito Taya, Yuuki Nishiyama, Kaoru Sezaki, Jun Liu 0004	Compressive Detection of Stochastic Sparse Signals With Unknown Sparsity Degree.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
10	Mohamed-Ali Belabbas, Xudong Chen 0002, Daniel Zelazo	On Structural Rank and Resilience of Sparsity Patterns.	IEEE Trans. Autom. Control.	2023	DBLP DOI BibTeX RDF
10	Andrei Sperila, Cristian Oara, Bogdan D. Ciubotaru, Serban Sabau	Distributed Control of Descriptor Networks: A Convex Procedure for Augmented Sparsity.	IEEE Trans. Autom. Control.	2023	DBLP DOI BibTeX RDF
10	Jie Wang 0037, Corbinian Schlosser, Milan Korda, Victor Magron	Exploiting Term Sparsity in Moment-SOS Hierarchy for Dynamical Systems.	IEEE Trans. Autom. Control.	2023	DBLP DOI BibTeX RDF
10	Chuanmeng Sun, Jiaxin Chen, Yong Li, Wenbo Wang, Tiehua Ma	Random pruning: channel sparsity by expectation scaling factor.	PeerJ Comput. Sci.	2023	DBLP DOI BibTeX RDF
10	Gilberto Díaz-García, Gabriel Narváez, Luis Felipe Giraldo, Jairo Giraldo, Alvaro A. Cárdenas	Resilient Structural Sparsity in the Design of Consensus Networks.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
10	Changzhe Jiao, Chao Chen, Shuiping Gou, Xiuxiu Wang, Bo Yang, Xiaoying Chen, Licheng Jiao	₁ Sparsity-Regularized Attention Multiple-Instance Network for Hyperspectral Target Detection.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
10	Ebrahim Mahmoudian, Hamidreza Amindavar, Seyed Mohammad Ahadi	New sparsity measure based on energy distribution.	Displays	2023	DBLP DOI BibTeX RDF
10	Chaofan Wang, Yuxin Zhang, Liying Sun, Jiefei Han, Lianying Chao, Lisong Yan	Improved sparsity adaptive matching pursuit algorithm based on compressed sensing.	Displays	2023	DBLP DOI BibTeX RDF
10	Dong Eun Kim, Aayush Ankit, Cheng Wang, Kaushik Roy 0001	SAMBA: Sparsity Aware In-Memory Computing Based Machine Learning Accelerator.	IEEE Trans. Computers	2023	DBLP DOI BibTeX RDF
10	Zhihua Fan, Wenming Li, Zhen Wang, Tianyu Liu, Haibin Wu, Yanhuan Liu, Meng Wu, Xinxin Wu, Xiaochun Ye, Dongrui Fan, Ninghui Sun, Xuejun An	Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation.	IEEE Trans. Parallel Distributed Syst.	2023	DBLP DOI BibTeX RDF
10	Ehsan Atoofian	PTTS: Power-aware tensor cores using two-sided sparsity.	J. Parallel Distributed Comput.	2023	DBLP DOI BibTeX RDF
10	Jizhong Duan, Yu Liu 0004, Junfeng Wang	Accelerated SPIRiT Parallel MR Image Reconstruction Based on Joint Sparsity and Sparsifying Transform Learning.	IEEE Trans. Computational Imaging	2023	DBLP DOI BibTeX RDF
10	Xinxin Zhang 0004, Kaixin Xing, Qifang Liu, Da Chen 0002, Yilong Yin	Single Image Reflection Removal Based on Dark Channel Sparsity Prior.	IEEE Trans. Circuits Syst. Video Technol.	2023	DBLP DOI BibTeX RDF
10	Ming Liu 0022, Changchun Zhou, Siyuan Qiu, Yifan He, Hailong Jiao	CNN Accelerator at the Edge With Adaptive Zero Skipping and Sparsity-Driven Data Flow.	IEEE Trans. Circuits Syst. Video Technol.	2023	DBLP DOI BibTeX RDF
10	Yan Li, Hao Zhang 0008, Zhuping Wang, Chao Huang 0018, Huaicheng Yan 0001	Data-Driven Decentralized Control for Large-Scale Systems With Sparsity and Communication Delays.	IEEE Trans. Syst. Man Cybern. Syst.	2023	DBLP DOI BibTeX RDF
10	Na Li, Yuanyuan Gao, Kui Xu 0001, Mingxi Guo, Nan Sha, Xiaoyu Wang 0005, Guangyu Wang	Spatial Sparsity-Based Pilot Attack Detection and Transmission Countermeasure for Cell-Free Massive MIMO System.	IEEE Syst. J.	2023	DBLP DOI BibTeX RDF
10	Yingxue Gao, Lei Gong, Chao Wang 0003, Teng Wang, Xi Li 0003, Xuehai Zhou	Algorithm/Hardware Co-Optimization for Sparsity-Aware SpMM Acceleration of GNNs.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2023	DBLP DOI BibTeX RDF
10	Elbruz Ozen, Alex Orailoglu	Unleashing the Potential of Sparse DNNs Through Synergistic Hardware-Sparsity Co-Design.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2023	DBLP DOI BibTeX RDF
10	Ruokai Yin, Abhishek Moitra, Abhiroop Bhattacharjee, Youngeun Kim, Priyadarshini Panda	SATA: Sparsity-Aware Training Accelerator for Spiking Neural Networks.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2023	DBLP DOI BibTeX RDF
10	Shikhar Tuli, Niraj K. Jha	AccelTran: A Sparsity-Aware Accelerator for Dynamic Inference With Transformers.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2023	DBLP DOI BibTeX RDF
10	Fangxin Liu, Zongwu Wang, Yongbiao Chen, Zhezhi He, Tao Yang, Xiaoyao Liang, Li Jiang 0002	SoBS-X: Squeeze-Out Bit Sparsity for ReRAM-Crossbar-Based Neural Network Accelerator.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2023	DBLP DOI BibTeX RDF
10	Haoran Xu, Haoran Fan, Bo Jiang, Jianfei Chen 0003, Qiaoling Tong, Xuecheng Zou	ML-Accelerated Yield Analysis Framework Using Regularization for Sparsity in High-Sigma and High-Dimensional Scenarios.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2023	DBLP DOI BibTeX RDF
10	Peiwei Zhong, Yitian Xu	Subspace screening rule for multi-label estimator with sparsity-inducing regularization.	Neurocomputing	2023	DBLP DOI BibTeX RDF
10	Hao Cheng, Kim-Hui Yap, Bihan Wen	Reconciliation of statistical and spatial sparsity for robust visual classification.	Neurocomputing	2023	DBLP DOI BibTeX RDF
10	Weizhi Xu 0001, Yintai Sun, Shengyu Fan, Hui Yu 0010, Xin Fu	Accelerating Convolutional Neural Network by Exploiting Sparsity on GPUs.	ACM Trans. Archit. Code Optim.	2023	DBLP DOI BibTeX RDF
10	Wei Wang 0307, Jianhua Chen	Adaptive rate image compressive sensing based on the hybrid sparsity estimation model.	Digit. Signal Process.	2023	DBLP DOI BibTeX RDF
10	Sara Mohammadi, Massoud Babaie-Zadeh, Dorina Thanou	Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain.	IEEE Trans. Signal Inf. Process. over Networks	2023	DBLP DOI BibTeX RDF
10	Lakshmi Kuruguntla, Vineela Chandra Dodda, Anup Kumar Mandpura, Sunil Chinnadurai, Karthikeyan Elumalai	Seismic Data Reconstruction Based on Double Sparsity Dictionary Learning With Structure Oriented Filtering.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2023	DBLP DOI BibTeX RDF
10	Tsung-Han Tsai 0001, Ding-Bang Lin	An On-Chip Fully Connected Neural Network Training Hardware Accelerator Based on Brain Float Point and Sparsity Awareness.	IEEE Open J. Circuits Syst.	2023	DBLP DOI BibTeX RDF
10	Yiming Xing, Georgios Fellouris	Signal Recovery With Multistage Tests and Without Sparsity Constraints.	IEEE Trans. Inf. Theory	2023	DBLP DOI BibTeX RDF
10	Feiping Nie 0001, Zhanxuan Hu, Xiaoqian Wang 0001, Xuelong Li 0001, Heng Huang	Iteratively Re-Weighted Method for Sparsity-Inducing Norms.	IEEE Trans. Knowl. Data Eng.	2023	DBLP DOI BibTeX RDF
10	Anand Subramoney	Efficient Real Time Recurrent Learning through combined activity and parameter sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Bingyi Zhang, Viktor K. Prasanna	Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation.	CoRR	2023	DBLP DOI BibTeX RDF
10	Nick Fischer, Marvin Künnemann, Mirza Redzic	The Effect of Sparsity on k-Dominating Set and Related First-Order Graph Properties.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jan Glaubitz, Anne Gelb	Leveraging joint sparsity in hierarchical Bayesian learning.	CoRR	2023	DBLP DOI BibTeX RDF
10	Daniela Calvetti, Erkki Somersalo	Computationally efficient sampling methods for sparsity promoting hierarchical Bayesian models.	CoRR	2023	DBLP DOI BibTeX RDF
10	Samuel J. Weisenthal, Sally W. Thurston, Ashkan Ertefaie	Inference for relative sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Chengjing Wang, Peipei Tang, Wenling He, Meixia Lin	Learning the hub graphical Lasso model with the structured sparsity via an efficient algorithm.	CoRR	2023	DBLP DOI BibTeX RDF
10	Shiwei Liu, Tianlong Chen, Zhenyu Zhang 0015, Xuxi Chen, Tianjin Huang, Ajay Jaiswal, Zhangyang Wang	Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!	CoRR	2023	DBLP DOI BibTeX RDF
10	Zhi-Yong Wang, Hing Cheung So, Abdelhak M. Zoubir	Low-Rank Tensor Completion via Novel Sparsity-Inducing Regularizers.	CoRR	2023	DBLP DOI BibTeX RDF
10	Junqing Huang, Haihui Wang, Michael V. Ruzhansky	Semi-sparsity Priors for Image Structure Analysis and Extraction.	CoRR	2023	DBLP DOI BibTeX RDF
10	Rawad Bitar, Maximilian Egger, Antonia Wachter-Zeh, Marvin Xhemrishi	Sparsity and Privacy in Secret Sharing: A Fundamental Trade-Off.	CoRR	2023	DBLP DOI BibTeX RDF
10	Etienne Boursier, Nicolas Flammarion	Penalising the biases in norm regularisation enforces sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Philipp Trunschke, Anthony Nouy, Martin Eigel	Weighted sparsity and sparse tensor networks for least squares approximation.	CoRR	2023	DBLP DOI BibTeX RDF
10	Yucheng Lu, Shivani Agrawal, Suvinay Subramanian, Oleg Rybakov, Christopher De Sa, Amir Yazdanbakhsh	STEP: Learning N: M Structured Sparsity Masks from Scratch with Precondition.	CoRR	2023	DBLP DOI BibTeX RDF
10	Yuxin Zhang 0002, Mingbao Lin, Yunshan Zhong, Mengzhao Chen, Fei Chao 0001, Rongrong Ji	Spatial Re-parameterization for N: M Sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Zihan Liu 0002, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo 0003, Quan Chen 0002, Chao Li 0009, Minyi Guo, Yuhao Zhu 0001	JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping.	CoRR	2023	DBLP DOI BibTeX RDF
10	Andrei Ivanov, Nikoli Dryden, Tal Ben-Nun, Saleh Ashkboos, Torsten Hoefler	STen: Productive and Efficient Sparsity in PyTorch.	CoRR	2023	DBLP DOI BibTeX RDF
10	Louna Alsouki, Laurent Duval, Clément Marteau, Rami El Haddad, François Wahl	Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) data.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jialin Dong, Lin F. Yang	Does Sparsity Help in Learning Misspecified Linear Bandits?	CoRR	2023	DBLP DOI BibTeX RDF
10	Yannan Nellie Wu, Po-An Tsai, Saurav Muralidharan, Angshuman Parashar, Vivienne Sze, Joel S. Emer	HighLight: Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Tianqin Li, Ziqi Wen, Yangfan Li, Tai Sing Lee	Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Xu Zhang, Wenpeng Li, Yunfeng Shao 0001, Yinchuan Li	Federated Learning via Variational Bayesian Inference: Personalization, Sparsity and Clustering.	CoRR	2023	DBLP DOI BibTeX RDF
10	Evan Dogariu	An End-to-End Network Pruning Pipeline with Sparsity Enforcement.	CoRR	2023	DBLP DOI BibTeX RDF
10	Milan Korda, Victor Magron, Rodolfo Rios-Zertuche	Convergence rates for sums-of-squares hierarchies with correlative sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Mikolaj Piórczynski, Filip Szatkowski, Klaudia Balazy, Bartosz Wójcik	Exploiting Transformer Activation Sparsity with Dynamic Inference.	CoRR	2023	DBLP DOI BibTeX RDF
10	Shikhar Tuli, Niraj K. Jha	AccelTran: A Sparsity-Aware Accelerator for Dynamic Inference with Transformers.	CoRR	2023	DBLP DOI BibTeX RDF
10	Enmao Diao, Ganghua Wang, Jiawei Zhang, Yuhong Yang 0002, Jie Ding 0002, Vahid Tarokh	Pruning Deep Neural Networks from a Sparsity Perspective.	CoRR	2023	DBLP DOI BibTeX RDF
10	Ngoc-Dung Do, Truong Son Hy, Duy Khuong Nguyen	Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting.	CoRR	2023	DBLP DOI BibTeX RDF
10	Sudip Dhakal, Dominic Carrillo, Deyuan Qu, Michael Nutt, Qing Yang, Song Fu	VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection.	CoRR	2023	DBLP DOI BibTeX RDF
10	Iman Mirzadeh, Keivan Alizadeh, Sachin Mehta, Carlo C. Del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar	ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models.	CoRR	2023	DBLP DOI BibTeX RDF
10	Ninghe Liu, Qianhao Zhao, Guoan Zheng	Sparsity-regularized coded ptychography for robust and efficient lensless microscopy on a chip.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu 0007	MaxQ: Multi-Axis Query for N: M Sparsity Network.	CoRR	2023	DBLP DOI BibTeX RDF
10	Venkat Srinivasan, Darshan Gandhi, Urmish Thakker, Raghu Prabhakar	Training Large Language Models Efficiently with Sparsity and Dataflow.	CoRR	2023	DBLP DOI BibTeX RDF
10	Aylin Tastan, Michael Muma, Abdelhak M. Zoubir	Fast and Robust Sparsity-Aware Block Diagonal Representation.	CoRR	2023	DBLP DOI BibTeX RDF
10	Ui-Hyeop Shin, Hyung-Min Park	Statistical Beamformer Exploiting Non-stationarity and Sparsity with Spatially Constrained ICA for Robust Speech Recognition.	CoRR	2023	DBLP DOI BibTeX RDF
10	Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding 0006, Dapeng Tao, Jia Wu 0001, Wenbin Hu, Bo Du 0001	Exploring Sparsity in Graph Transformers.	CoRR	2023	DBLP DOI BibTeX RDF
10	Jiangyuan Li, Thanh Van Nguyen, Chinmay Hegde, Raymond K. W. Wong	Implicit Regularization for Group Sparsity.	CoRR	2023	DBLP DOI BibTeX RDF
10	Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen	Sparsity in neural networks can increase their privacy.	CoRR	2023	DBLP DOI BibTeX RDF
10	Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun 0002, Qilin Zheng, Yongkai Wu, Ang Li 0005, Hai (Helen) Li, Yiran Chen 0001	SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models.	CoRR	2023	DBLP DOI BibTeX RDF