Search results for "sparsity"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
17	Dmitry M. Malioutov, Müjdat Çetin, Alan S. Willsky	A sparse signal reconstruction perspective for source localization with sensor arrays.	IEEE Trans. Signal Process.	2005	DBLP DOI BibTeX RDF
17	Jean-Luc Starck, Michael Elad, David L. Donoho	Image Decomposition via the Combination of Sparse Representations and a Variational Approach.	IEEE Trans. Image Process.	2005	DBLP DOI BibTeX RDF
17	Kurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang	Extended Sparse Nonnegative Matrix Factorization.	IWANN	2005	DBLP DOI BibTeX RDF
17	Ling Zhuo, Viktor K. Prasanna	Sparse Matrix-Vector multiplication on FPGAs.	FPGA	2005	DBLP DOI BibTeX RDF	FPGA, reconfigurable architecture, high performance, floating-point, sparse matrix
17	Xiaohua Sun, Fansheng Kong, Xiaobing Yang, Song Ye	Using Latent Class Models for Neighbors Selection in Collaborative Filtering.	ADMA	2005	DBLP DOI BibTeX RDF
17	Timothy A. Davis 0001, John R. Gilbert, Stefan I. Larimore, Esmond G. Ng	A column approximate minimum degree ordering algorithm.	ACM Trans. Math. Softw.	2004	DBLP DOI BibTeX RDF	Sparse nonsymmetric matrices, linear equations, ordering methods
17	Sheng Chen 0001, Xia Hong 0001, Chris J. Harris	Sparse kernel density construction using orthogonal forward regression with leave-one-out test score and local regularization.	IEEE Trans. Syst. Man Cybern. Part B	2004	DBLP DOI BibTeX RDF
17	Derry O'Sullivan, Barry Smyth, David C. Wilson, Kieran McDonald, Alan F. Smeaton	Improving the Quality of the Personalized Electronic Program Guide.	User Model. User Adapt. Interact.	2004	DBLP DOI BibTeX RDF	similarity maintenance, data mining, personalization, collaborative filtering, case-based reasoning, digital TV
17	Su-Jeong Ko	Predicting Typical User Preferences Using Entropy in Content based Collaborative filtering System.	APWeb	2004	DBLP DOI BibTeX RDF
17	Annick Dhooge, Willy Govaerts, Yuri A. Kuznetsov	MATCONT: A MATLAB package for numerical bifurcation analysis of ODEs.	ACM Trans. Math. Softw.	2003	DBLP DOI BibTeX RDF	numerical continuation, Dynamical system, bifurcation
17	Lars Grasedyck, Wolfgang Hackbusch	Construction and Arithmetics of H-Matrices.	Computing	2003	DBLP DOI BibTeX RDF	formatted matrix operations, Hierarchical matrices, fast solvers, data-sparse approximations
17	Su-Jeong Ko	Prediction of Consumer Preference through Bayesian Classification and Generating Profile.	ER (Workshops)	2003	DBLP DOI BibTeX RDF
17	Su-Jeong Ko, Jiawei Han 0001	Mining Typical Preferences of Collaborative User Groups.	ER	2003	DBLP DOI BibTeX RDF
17	Andrew Arnt, Shlomo Zilberstein	Learning to Perform Moderation in Online Forums.	Web Intelligence	2003	DBLP DOI BibTeX RDF
17	Flemming Nielson, Hanne Riis Nielson, Helmut Seidl	Automatic Complexity Analysis.	ESOP	2002	DBLP DOI BibTeX RDF	automatic complexity analysis, Program analysis, sparseness, Horn clauses
17	Barry Smyth, David C. Wilson, Derry O'Sullivan	Data Mining Support for Case-Based Collaborative Recommendation.	AICS	2002	DBLP DOI BibTeX RDF
17	Derry O'Sullivan, David C. Wilson, Barry Smyth	Improving Case-Based Recommendation: A Collaborative Filtering Approach.	ECCBR	2002	DBLP DOI BibTeX RDF
17	Hui Zheng, Wenjun Zhang 0001, Lilin Tian, Zhilian Yang	Enhancing the Efficiency of Reduction of Large RC networks By Pole Analysis via Congruence Transformations.	ASP-DAC	1999	DBLP DOI BibTeX RDF
10	Qingdong Yue, Jie Hu 0001, Tingyu Shui, Qingxiao Huang, Kun Yang 0001, Lajos Hanzo	Hybrid Terahertz Beamforming Relying on Channel Sparsity and Angular Orthogonality.	IEEE Trans. Veh. Technol.	2024	DBLP DOI BibTeX RDF
10	Tomojit Ghosh, Michael Kirby	Correction to: Nonlinear feature selection using sparsity-promoted centroid-encoder.	Neural Comput. Appl.	2024	DBLP DOI BibTeX RDF
10	Liang-Hong Wu	BayesSentiRS: Bayesian sentiment analysis for addressing cold start and sparsity in ranking-based recommender systems.	Expert Syst. Appl.	2024	DBLP DOI BibTeX RDF
10	Junjie Wang 0008, Teng Zhang, Shuang Liu, Yihe Liu, Yuancong Wu, Shaogang Hu, Tupei Chen, Yang Liu 0062, Yuchao Yang, Ru Huang	Design and Implementation of a Hybrid, ADC/DAC-Free, Input-Sparsity-Aware, Precision Reconfigurable RRAM Processing-in-Memory Chip.	IEEE J. Solid State Circuits	2024	DBLP DOI BibTeX RDF
10	De-Qi You, Yen-Cheng Chiu, Win-San Khwa, Chung-Yuan Li, Fang-Ling Hsieh, Yu-An Chien, Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Yu-Der Chih, Tsung-Yung Jonathan Chang, Meng-Fan Chang	An 8b-Precision 8-Mb STT-MRAM Near-Memory-Compute Macro Using Weight-Feature and Input-Sparsity Aware Schemes for Energy-Efficient Edge AI Devices.	IEEE J. Solid State Circuits	2024	DBLP DOI BibTeX RDF
10	Junsoo Kim 0002, Seunghee Han, Geonwoo Ko, Ji-Hoon Kim, Changha Lee, Taewoo Kim 0003, Chan-Hyun Youn, Joo-Young Kim 0001	EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning.	IEEE J. Solid State Circuits	2024	DBLP DOI BibTeX RDF
10	Jinshan Yue, Yongpan Liu, Xiaoyu Feng, Yifan He, Jingyu Wang, Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, Li-Yang Hong, Meng-Fan Chang, Nan Sun 0001, Chunmeng Dou, Xueqing Li, Ming Liu 0022, Huazhong Yang	An Energy-Efficient Computing-in-Memory NN Processor With Set-Associate Blockwise Sparsity and Ping-Pong Weight Update.	IEEE J. Solid State Circuits	2024	DBLP DOI BibTeX RDF
10	Sadhana Shanmuga Sundaram, Yugandhar Khodke, Yidong Li, Sung-Joon Jang, Sang-Seol Lee, Mingu Kang	FreFlex: A High-Performance Processor for Convolution and Attention Computations via Sparsity-Adaptive Dynamic Frequency Boosting.	IEEE J. Solid State Circuits	2024	DBLP DOI BibTeX RDF
10	Fengbin Tu, Zihan Wu 0006, Yiqi Wang 0005, Weiwei Wu, Leibo Liu, Yang Hu 0001, Shaojun Wei, Shouyi Yin	MulTCIM: Digital Computing-in-Memory-Based Multimodal Transformer Accelerator With Attention-Token-Bit Hybrid Sparsity.	IEEE J. Solid State Circuits	2024	DBLP DOI BibTeX RDF
10	Yurui Xie, Ling Guan	Sparsity-guided Discriminative Feature Encoding for Robust Keypoint Detection.	ACM Trans. Multim. Comput. Commun. Appl.	2024	DBLP DOI BibTeX RDF
10	Christodoulos Peltekis, Vasileios Titopoulos, Chrysostomos Nicopoulos, Giorgos Dimitrakopoulos	DeMM: A Decoupled Matrix Multiplication Engine Supporting Relaxed Structured Sparsity.	IEEE Comput. Archit. Lett.	2024	DBLP DOI BibTeX RDF
10	Gang Yue, Zhuo Sun 0001, Jinpo Fan	Tensor-Based Traffic Recovery of Industrial Network by BCD-Inspired Neural Approximation to Latent Nonlinearity and Sparsity.	IEEE Trans. Emerg. Top. Comput. Intell.	2024	DBLP DOI BibTeX RDF
10	Qichang Guo, Xingdong Liang, Yanlei Li, Yujie Dai	A Novel Method for Airborne Array-InSAR Tomography Based on Off-Grid Target Modeling and Group Sparsity.	IEEE Geosci. Remote. Sens. Lett.	2024	DBLP DOI BibTeX RDF
10	Yuzhu Mao, Zihao Zhao, Meilin Yang, Le Liang, Yang Liu 0165, Wenbo Ding, Tian Lan, Xiao-Ping Zhang 0002	SAFARI: Sparsity-Enabled Federated Learning With Limited and Unreliable Communications.	IEEE Trans. Mob. Comput.	2024	DBLP DOI BibTeX RDF
10	Ruibo Fan, Mingli Jing, Jingang Shi, Lan Li, Zizhao Wang	TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm.	Signal Process.	2024	DBLP DOI BibTeX RDF
10	Zihao Teng, Lin Gao 0003, Ziren Wang, Hongshu Liao, Ke Du, Hailing Jiang, Lu Gan	Phased-array beampattern synthesis with a tradeoff between sparsity and sidelobe level.	Signal Process.	2024	DBLP DOI BibTeX RDF
10	Shiraz Khan, Inseok Hwang 0002, James Goppert	Exploiting sparsity for localisation of large-scale wireless sensor networks.	IET Wirel. Sens. Syst.	2024	DBLP DOI BibTeX RDF
10	Hasan Yildirim, M. Revan Özkale	A Novel Regularized Extreme Learning Machine Based on L1-Norm and L2-Norm: a Sparsity Solution Alternative to Lasso and Elastic Net.	Cogn. Comput.	2024	DBLP DOI BibTeX RDF
10	Min Wu 0010, Chengpeng Hao, Qiao Hu, Danilo Orlando	Sparsity-Based Processing to Enhance the Reverberation Suppression for FDA-MIMO Sonars.	IEEE Trans. Aerosp. Electron. Syst.	2024	DBLP DOI BibTeX RDF
10	Zhenni Li, Jianhao Tang, Haoli Zhao, Ci Chen, Shengli Xie	Dictionary Learning-Structured Reinforcement Learning With Adaptive-Sparsity Regularizer.	IEEE Trans. Aerosp. Electron. Syst.	2024	DBLP DOI BibTeX RDF
10	Xin He, Xiaojun Mao, Zhonglei Wang	Nonparametric augmented probability weighting with sparsity.	Comput. Stat. Data Anal.	2024	DBLP DOI BibTeX RDF
10	Cheng Zhang, Kin Sam Yen	Denoising on Textured Image Using Total Generalized Variation With Overlapping Group Sparsity Based on Fast Split Bregman Method.	IEEE Access	2024	DBLP DOI BibTeX RDF
10	Ngoc-Son Pham, Sangwon Shin, Lei Xu 0012, Weidong Shi, Taeweon Suh	StarSPA: Stride-Aware Sparsity Compression for Efficient CNN Acceleration.	IEEE Access	2024	DBLP DOI BibTeX RDF
10	Gopal Behera, Neeta Nain, Ravindra Kumar Soni	Integrating user-side information into matrix factorization to address data sparsity of collaborative filtering.	Multim. Syst.	2024	DBLP DOI BibTeX RDF
10	Xuechun Bian, Wenbo Xu 0003, Yue Wang, Zhipeng Cai 0001, Chau Yuen	Joint Compressed Signal Recovery and RIS Diagnosis via Double-Sparsity Optimization.	IEEE Internet Things J.	2024	DBLP DOI BibTeX RDF
10	Hangqi Yan, Yuexian Wang, Mohammad S. Obaidat, Chuang Han, Ling Wang 0001, Joel J. P. C. Rodrigues	Direct Position Determination With a Moving Extended Nested Array by Spatial Sparsity.	IEEE Internet Things J.	2024	DBLP DOI BibTeX RDF
10	Chen Yang 0005, Yishuo Meng, Jiawei Xi, Siwei Xiang, Jianfei Wang, Kuizhi Mei	WRA-SS: A High-Performance Accelerator Integrating Winograd With Structured Sparsity for Convolutional Neural Networks.	IEEE Trans. Very Large Scale Integr. Syst.	2024	DBLP DOI BibTeX RDF
10	Tongtong Yan, Dong Wang 0001, Yu Wang	Discrimination- and Sparsity-Driven Weight-Oriented Optimization Model for Interpretable Initial Fault Detection and Fault Diagnosis.	IEEE Trans. Instrum. Meas.	2024	DBLP DOI BibTeX RDF
10	Chi Zhang, Shaoming Wei, Ge Dong, Yajun Zeng, Guohun Zhu, Xujuan Zhou, Feng Liu 0005	Time-Domain Sparsity-Based Bearing Fault Diagnosis Methods Using Pulse Signal-to-Noise Ratio.	IEEE Trans. Instrum. Meas.	2024	DBLP DOI BibTeX RDF
10	Guoxing Huang, Qianqian Zhang, Wenqing Qian, Yu Zhang 0015, Jingwen Wang	Image Reconstruction Based on Sparsity and Sensitive Field Optimization for EMT.	IEEE Trans. Instrum. Meas.	2024	DBLP DOI BibTeX RDF
10	Gang Shi, Chengjin Qin, Zhinan Zhang, Jianfeng Tao, Chengliang Liu 0001	Sparsity-Assisted Variational Nonlinear Component Decomposition.	IEEE Trans. Ind. Informatics	2024	DBLP DOI BibTeX RDF
10	Jia-Le Cui, Yanan Guo 0004, Juntong Chen, Bo Liu 0019, Hao Cai	Sparsity-Oriented MRAM-Centric Computing for Efficient Neural Network Inference.	IEEE Trans. Emerg. Top. Comput.	2024	DBLP DOI BibTeX RDF
10	Jingzhe Tao, Yining Feng, Liyang Song, Chuanming Song 0001, Xianghai Wang 0001	Subspace Dynamic Combined Sparsity-Based Hyper-Sharpening for Diverse Auxiliary Images.	IEEE Trans. Geosci. Remote. Sens.	2024	DBLP DOI BibTeX RDF
10	Zhuang Gao, Xiufeng He, Zhang-Feng Ma, Sheng-Ji Wei, Jiacheng Xiong, Yosuke Aoki	Distributed Scatterer Interferometry for Fast Decorrelation Scenarios Based on Sparsity Regularization.	IEEE Trans. Geosci. Remote. Sens.	2024	DBLP DOI BibTeX RDF
10	Hao Wu, Yong Chen 0005, Yiyang Yuan, Jinshan Yue, Xiangqu Fu, Qirui Ren, Qing Luo, Pui-In Mak, Xinghua Wang, Feng Zhang 0014	A 28-nm Computing-in-Memory-Based Super-Resolution Accelerator Incorporating Macro-Level Pipeline and Texture/Algebraic Sparsity.	IEEE Trans. Circuits Syst. I Regul. Pap.	2024	DBLP DOI BibTeX RDF
10	Xueqiong Sui, Han Pan, Zhongliang Jing, Henry Leung	Multibeam Forward-Looking Sonar Video Object Tracking Using Truncated - Sparsity and Aberrances Repression Regularization.	IEEE Robotics Autom. Lett.	2024	DBLP DOI BibTeX RDF
10	Abhijit Mishra, Upendra Kumar Sahoo, Subrata Maiti	Robust Structured Sparsity-Based Fused Lasso Estimator With Sensor Position Uncertainty.	IEEE Trans. Circuits Syst. II Express Briefs	2024	DBLP DOI BibTeX RDF
10	Qingyu Guo, Nanbing Pan, Xin Qiao, Xiaoxin Cui, Yuan Wang 0001	OASIS: A 28-nm 32-kb SRAM-Based Computing-in-Memory Design With Output Activation Sparsity Support.	IEEE Trans. Circuits Syst. II Express Briefs	2024	DBLP DOI BibTeX RDF
10	Chaojie He, Zi Wang, Feibin Xiang, Zhuoyu Dai, Yifan He, Jinshan Yue, Yongpan Liu	LSAC: A Low-Power Adder Tree for Digital Computing-in-Memory by Sparsity and Approximate Circuits Co-Design.	IEEE Trans. Circuits Syst. II Express Briefs	2024	DBLP DOI BibTeX RDF
10	Yuxuan Huang, Yongpan Liu, Lifu Cheng, Kuntuo Zhu, Kui Liu	Weight and Multiply-Accumulation Sparsity-Aware Non-Volatile Computing-in-Memory System.	IEEE Trans. Circuits Syst. II Express Briefs	2024	DBLP DOI BibTeX RDF
10	Pan Zhao, Liang Chang 0002, Jiahao Zeng, Licheng Wu, Liang Zhou, Jun Zhou 0017	HISPOC: A High-Performance Irregular Activation Sparsity-Aware Point Cloud Network Accelerator.	IEEE Trans. Circuits Syst. II Express Briefs	2024	DBLP DOI BibTeX RDF
10	Zeren Li, Yunze Cai, Henry Leung	Distributed Multi-Sensor Control for Multi-Target Tracking With a Sparsity-Promoting Objective Function.	IEEE Signal Process. Lett.	2024	DBLP DOI BibTeX RDF
10	Ding Ding, Zhenzhong Chen, Zizheng Liu, Xiaozhong Xu, Shan Liu 0001	Hierarchical Image Feature Compression for Machines via Feature Sparsity Learning.	IEEE Signal Process. Lett.	2024	DBLP DOI BibTeX RDF
10	Zhenling Mo, Zijun Zhang, Qiang Miao, Kwok-Leung Tsui	Sparsity-Constrained Invariant Risk Minimization for Domain Generalization With Application to Machinery Fault Diagnosis Modeling.	IEEE Trans. Cybern.	2024	DBLP DOI BibTeX RDF
10	Wenhao Sun, Zhiwei Zou, Deng Liu, Wendi Sun, Song Chen 0001, Yi Kang	Bit-Balance: Model-Hardware Codesign for Accelerating NNs by Exploiting Bit-Level Sparsity.	IEEE Trans. Computers	2024	DBLP DOI BibTeX RDF
10	Guojia Hou, Nan Li, Peixian Zhuang, Kunqian Li, Hai-Han Sun, Chongyi Li	Non-Uniform Illumination Underwater Image Restoration via Illumination Channel Sparsity Prior.	IEEE Trans. Circuits Syst. Video Technol.	2024	DBLP DOI BibTeX RDF
10	Lucas P. Damasceno, Egzona Rexhepi, Allison Shafer, Ian Whitehouse, Nathalie Japkowicz, Charles C. Cavalcante, Roberto Corizzo, Zois Boukouvalas	Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events.	Mach. Learn.	2024	DBLP DOI BibTeX RDF
10	Wenjie Li 0003, Aokun Hu, Ningyi Xu, Guanghui He	A Precision-Scalable Deep Neural Network Accelerator With Activation Sparsity Exploitation.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2024	DBLP DOI BibTeX RDF
10	Yuki Abe, Kohei Nishida, Kota Ando, Tetsuya Asai	SPCTRE: sparsity-constrained fully-digital reservoir computing architecture on FPGA.	Int. J. Parallel Emergent Distributed Syst.	2024	DBLP DOI BibTeX RDF
10	Pei An, Di Zhu, Siwen Quan, Junfeng Ding, Jie Ma, You Yang, Qiong Liu 0001	ESC-Net: Alleviating Triple Sparsity on 3D LiDAR Point Clouds for Extreme Sparse Scene Completion.	IEEE Trans. Multim.	2024	DBLP DOI BibTeX RDF
10	Kuo Meng, Shaoshi Yang, Xiao-Yang Wang, Yan Bu, Yurong Tang, Jianhua Zhang 0001, Lajos Hanzo	Joint Sparsity Pattern Learning Based Channel Estimation for Massive MIMO-OTFS Systems.	CoRR	2024	DBLP DOI BibTeX RDF
10	Sarthak Jain, Martina Cardone, Soheil Mohajer	Sparsity-Constrained Community-Based Group Testing.	CoRR	2024	DBLP DOI BibTeX RDF
10	Akhila Krishna K, Ravi Kant Gupta, Pranav Jeevan, Amit Sethi	Advancing Gene Selection in Oncology: A Fusion of Deep Learning and Sparsity for Precision Gene Selection.	CoRR	2024	DBLP DOI BibTeX RDF
10	Noah Amsel, Tyler Chen, Feyza Duman Keles, Diana Halikias, Cameron Musco, Christopher Musco	Fixed-sparsity matrix approximation from matrix-vector products.	CoRR	2024	DBLP DOI BibTeX RDF
10	Jonathan Lindbloom, Jan Glaubitz, Anne Gelb	Generalized sparsity-promoting solvers for Bayesian inverse problems: Versatile sparsifying transforms and unknown noise variances.	CoRR	2024	DBLP DOI BibTeX RDF
10	Andreas Müller, Erwin Quiring	The Impact of Uniform Inputs on Activation Sparsity and Energy-Latency Attacks in Computer Vision.	CoRR	2024	DBLP DOI BibTeX RDF
10	Giovanni S. Alberti, Luca Ratti, Matteo Santacesaria, Silvia Sciutto	Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems.	CoRR	2024	DBLP DOI BibTeX RDF
10	Quincy Hershey, Randy C. Paffenroth, Harsh Nilesh Pathak, Simon Tavener	Rethinking the Relationship between Recurrent and Non-Recurrent Neural Networks: A Study in Sparsity.	CoRR	2024	DBLP DOI BibTeX RDF
10	Harideep Nair, Prabhu Vellaisamy, Tsung-Han Lin, Perry H. Wang, Ronald Shawn Blanton, John Paul Shen	OzMAC: An Energy-Efficient Sparsity-Exploiting Multiply-Accumulate-Unit Design for DL Inference.	CoRR	2024	DBLP DOI BibTeX RDF
10	Abhimanyu Rajeshkumar Bambhaniya, Amir Yazdanbakhsh, Suvinay Subramanian, Sheng-Chun Kao, Shivani Agrawal, Utku Evci, Tushar Krishna	Progressive Gradient Flow for Robust N: M Sparsity Training in Transformers.	CoRR	2024	DBLP DOI BibTeX RDF
10	Ilkin Aliyev, Tosiron Adegbija	PULSE: Parametric Hardware Units for Low-power Sparsity-Aware Convolution Engine.	CoRR	2024	DBLP DOI BibTeX RDF
10	Xianshi Su, Munan Li, Tongbang Jiang, Hao Long	CGGM: A conditional graph generation model with adaptive sparsity for node anomaly detection in IoT networks.	CoRR	2024	DBLP DOI BibTeX RDF
10	Sébastien Lachapelle, Pau Rodríguez López, Yash Sharma 0001, Katie Everett, Rémi Le Priol, Alexandre Lacoste, Simon Lacoste-Julien	Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies.	CoRR	2024	DBLP DOI BibTeX RDF
10	Jiwon Choi, Wooyoung Jo, Seongyon Hong, Beomseok Kwon, Wonhoon Park, Hoi-Jun Yoo	A 28.6 mJ/iter Stable Diffusion Processor for Text-to-Image Generation with Patch Similarity-based Sparsity Augmentation and Text-based Mixed-Precision.	CoRR	2024	DBLP DOI BibTeX RDF
10	Xin Zhang, Linhai Zhang, Deyu Zhou, Guoqiang Xu	Fine-grainedly Synthesize Streaming Data Based On Large Language Models With Graph Structure Understanding For Data Sparsity.	CoRR	2024	DBLP DOI BibTeX RDF
10	Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu 0001, Guangli Li, Tao Yang, Maosong Sun	ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models.	CoRR	2024	DBLP DOI BibTeX RDF
10	Danru Xu, Dingling Yao, Sébastien Lachapelle, Perouz Taslakian, Julius von Kügelgen, Francesco Locatello, Sara Magliacane	A Sparsity Principle for Partially Observable Causal Representation Learning.	CoRR	2024	DBLP DOI BibTeX RDF
10	Weixiang Sun, Yixin Liu, Zhiling Yan, Kaidi Xu, Lichao Sun	Medical Unlearnable Examples: Securing Medical Data from Unauthorized Traning via Sparsity-Aware Local Masking.	CoRR	2024	DBLP DOI BibTeX RDF
10	Christodoulos Peltekis, Vasileios Titopoulos, Chrysostomos Nicopoulos, Giorgos Dimitrakopoulos	DeMM: A Decoupled Matrix Multiplication Engine Supporting Relaxed Structured Sparsity.	CoRR	2024	DBLP DOI BibTeX RDF
10	Theodor Stoecker, Nico Hambauer, Patrick Zschech, Mathias Kraus	IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight.	CoRR	2024	DBLP DOI BibTeX RDF
10	Qinghua Tao, Xiangming Xi, Jun Xu 0008, Johan A. K. Suykens	Sparsity via Sparse Group k-max Regularization.	CoRR	2024	DBLP DOI BibTeX RDF
10	Baran Ozaydin, Tong Zhang, Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann	OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation.	CoRR	2024	DBLP DOI BibTeX RDF
10	Gabriel Germino Martins de Jesus, Onel Luis Alcaraz López, Richard Demo Souza, Nurul Huda Mahmood, Markku J. Juntti, Matti Latva-aho	Assessment of the Sparsity-Diversity Trade-offs in Active Users Detection for mMTC.	CoRR	2024	DBLP DOI BibTeX RDF
10	Patris Valera, Josué Page Vizcaíno, Tobias Lasser	Sparsity-based background removal for STORM super-resolution images.	CoRR	2024	DBLP DOI BibTeX RDF
10	Ilan Price, Nicholas Daultry Ball, Samuel C. H. Lam, Adam C. Jones, Jared Tanner	Deep Neural Network Initialization with Sparsity Inducing Activations.	CoRR	2024	DBLP DOI BibTeX RDF
10	Yuezhou Hu, Kang Zhao, Weiyu Huang, Jianfei Chen, Jun Zhu	Accelerating Transformer Pre-Training with 2: 4 Sparsity.	CoRR	2024	DBLP DOI BibTeX RDF
10	Zezhi Wang, Jin Zhu, Peng Chen, Huiyang Peng, Xiaoke Zhang, Anran Wang 0010, Yu Zheng, Junxian Zhu, Xueqin Wang	skscope: Fast Sparsity-Constrained Optimization in Python.	CoRR	2024	DBLP DOI BibTeX RDF
10	Brian Wheatman, Meghana Madhyastha, Randal C. Burns	Masked Matrix Multiplication for Emergent Sparsity.	CoRR	2024	DBLP DOI BibTeX RDF
10	Shumpei Nishida, Kunihisa Okano	Sparsity-Constrained Linear Quadratic Regulation Problem: Greedy Approach with Performance Guarantee.	CoRR	2024	DBLP DOI BibTeX RDF
10	Haoyuan Wu, Haisheng Zheng, Bei Yu 0001	Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks.	CoRR	2024	DBLP DOI BibTeX RDF
10	Peng Xu, Wenqi Shao, Mengzhao Chen, Shitao Tang, Kaipeng Zhang, Peng Gao, Fengwei An, Yu Qiao, Ping Luo	BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation.	CoRR	2024	DBLP DOI BibTeX RDF
10	Youpeng Zhao, Di Wu, Jun Wang	ALISA: Accelerating Large Language Model Inference via Sparsity-Aware KV Caching.	CoRR	2024	DBLP DOI BibTeX RDF