Search results for "sparsity"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Yonathan Eder, Yonina C. Eldar	Sparsity-Based Multi-Person Non-Contact Vital Signs Monitoring via FMCW Radar.	IEEE J. Biomed. Health Informatics	2023	DBLP DOI BibTeX RDF
10	Nicolas M. Dibot, Sonia Tieo, Tamra C. Mendelson, William Puech, Julien P. Renoult	Sparsity in an artificial neural network predicts beauty: Towards a model of processing-based aesthetics.	PLoS Comput. Biol.	2023	DBLP DOI BibTeX RDF
10	Mohammad Khalid Pandit, Mahroosh Banday	Variance-Guided Structured Sparsity in Deep Neural Networks.	IEEE Trans. Artif. Intell.	2023	DBLP DOI BibTeX RDF
10	Wenjing Zhou, Mingwei Shen 0002, Min Xu, Guodong Han, Yu-Dong Zhang 0001	Sparsity-optimised farrow structure variable fractional delay filter for wideband array.	IET Signal Process.	2023	DBLP DOI BibTeX RDF
10	Jingwei Chen, Jianyong Zhu, Hongyun Jiang, Hui Yang 0005, Feiping Nie 0001	Sparsity Fuzzy C-Means Clustering With Principal Component Analysis Embedding.	IEEE Trans. Fuzzy Syst.	2023	DBLP DOI BibTeX RDF
10	Yue Wu, Yuan Lan, Luchan Zhang, Yang Xiang 0002	Feature flow regularization: Improving structured sparsity in deep neural networks.	Neural Networks	2023	DBLP DOI BibTeX RDF
10	Carlos Esteve Yagüe, Borjan Geshkovski	Sparsity in long-time control of neural ODEs.	Syst. Control. Lett.	2023	DBLP DOI BibTeX RDF
10	Zhengwei Shen, Qian Chen, Fan Yang	A convex relaxation framework consisting of a primal-dual alternative algorithm for solving ℓ0 sparsity-induced optimization problems with application to signal recovery based image restoration.	J. Comput. Appl. Math.	2023	DBLP DOI BibTeX RDF
10	Feng Wang 0024, Andi Wang 0001, Tao Tang 0004, Jianjun Shi 0001	SGL-PCA: Health Index Construction With Sensor Sparsity and Temporal Monotonicity for Mixed High-Dimensional Signals.	IEEE Trans Autom. Sci. Eng.	2023	DBLP DOI BibTeX RDF
10	Jianguang Zhu, Juan Wei, Binbin Hao	Ultrasound images speckle noise removal by nonconvex hybrid overlapping group sparsity model.	Vis. Comput.	2023	DBLP DOI BibTeX RDF
10	Marcus Kaiser	Connectomes: from a sparsity of networks to large-scale databases.	Frontiers Neuroinformatics	2023	DBLP DOI BibTeX RDF
10	Xiao Peng Li, Zhanglei Shi, Chi-Sing Leung, Hing Cheung So	Sparse Index Tracking With K-Sparsity or ϵ-Deviation Constraint via ℓ0-Norm Minimization.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
10	Haoli Zhao, Zhenni Li, Wuhui Chen, Zibin Zheng, Shengli Xie	Accelerated Partially Shared Dictionary Learning With Differentiable Scale-Invariant Sparsity for Multi-View Clustering.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
10	Jianhang Zhou, Bob Zhang 0001, Shaoning Zeng	Consensus Sparsity: Multi-Context Sparse Image Representation via L∞-Induced Matrix Variate.	IEEE Trans. Image Process.	2023	DBLP DOI BibTeX RDF
10	Jingxing Wang, Shu Lu, Hongsheng Liu, Xuegang (Jeff) Ban	Transportation Origin-Destination Demand Estimation with Quasi-Sparsity.	Transp. Sci.	2023	DBLP DOI BibTeX RDF
10	Shang Gao, Maoshen Jia, Dingding Yao, Jing Wang 0037	Multi-Source Localization Using Optimized Time-Frequency Representation and Sparsity Component Analysis.	IEEE ACM Trans. Audio Speech Lang. Process.	2023	DBLP DOI BibTeX RDF
10	Jie Zhang 0042, Rui Tao, Jun Du, Li-Rong Dai 0001	Energy-Efficient Sparsity-Driven Speech Enhancement in Wireless Acoustic Sensor Networks.	IEEE ACM Trans. Audio Speech Lang. Process.	2023	DBLP DOI BibTeX RDF
10	Jingen Ni, Ningning Zhang, Haofen Li	Sparsity-Promoting Affine Projection Algorithm With Periodically-Updated Gain Matrix and Its Performance Analysis.	IEEE ACM Trans. Audio Speech Lang. Process.	2023	DBLP DOI BibTeX RDF
10	Hyundong Jin, Gyeong-Hyeon Kim, Chanho Ahn, Eunwoo Kim	Growing a Brain with Sparsity-Inducing Generation for Continual Learning.	ICCV	2023	DBLP DOI BibTeX RDF
10	Tommaso Carraro, Alessandro Daniele, Fabio Aiolli, Luciano Serafini	Mitigating Data Sparsity via Neuro-Symbolic Knowledge Transfer.	KaRS@RecSys	2023	DBLP BibTeX RDF
10	Lucia Cavallaro, Tommaso Serafin, Antonio Liotta	Multi-class Classification Performance Improvements Through High Sparsity Strategies.	COMPLEX NETWORKS (1)	2023	DBLP DOI BibTeX RDF
10	Junyang Cai, Khai-Nguyen Nguyen, Nishant Shrestha, Aidan Good, Ruisen Tu, Xin Yu 0003, Shandian Zhe, Thiago Serra	Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions.	CPAIOR	2023	DBLP DOI BibTeX RDF
10	MingYan Zhang, Mingli Zhang, Feng Zhao, Fan Zhang, Yepeng Liu, Alan C. Evans	Truncated Weighted Nuclear Norm Regularization and Sparsity for Image Denoising.	ICIP	2023	DBLP DOI BibTeX RDF
10	Shiyun Xu, Zhiqi Bu, Pratik Chaudhari, Ian J. Barnett	Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity.	ECML/PKDD (3)	2023	DBLP DOI BibTeX RDF
10	Jiayao Chen, Rui Wang, Jueying He, Mark Junjie Li	Encouraging Sparsity in Neural Topic Modeling with Non-Mean-Field Inference.	ECML/PKDD (4)	2023	DBLP DOI BibTeX RDF
10	Meng Gao, Huafu Li, Yang Wang 0029, Jiaao Yang	Sparsity Channel Estimation for Reconfigurable Intelligent Surface Aided MIMO Systems.	PIMRC	2023	DBLP DOI BibTeX RDF
10	Amir Rezaei, Philipp Schulz, Rakash SivaSiva Ganesan, Ahmad Awada 0002, Ingo Viering, Gerhard P. Fettweis	Efficient Approximation of SINR and Throughput in 5G NR via Sparsity and Interference Aggregation.	PIMRC	2023	DBLP DOI BibTeX RDF
10	Gwangeun Byeon, Seungtae Lee, Seongwook Kim, Yongjun Kim, Prashant J. Nair, Seokin Hong	SparseFT: Sparsity-aware Fault Tolerance for Reliable CNN Inference on GPUs.	PACT	2023	DBLP DOI BibTeX RDF
10	Ammar Bin Zulqarnain, Samir Gupta, Jose Paolo Talusan, Daniel Freudberg, Philip Pugliese, Ayan Mukhopadhyay, Abhishek Dubey	Addressing APC Data Sparsity in Predicting Occupancy and Delay of Transit Buses: A Multitask Learning Approach.	SMARTCOMP	2023	DBLP DOI BibTeX RDF
10	Xu Min, Xiaolu Zhang, Bin Shen, Shuhan Wang, Yong He 0009, Changsheng Li, Jun Zhou 0011	SeqGen: A Sequence Generator via User Side Information for Behavior Sparsity in Recommendation.	CIKM	2023	DBLP DOI BibTeX RDF
10	Borui Xu, Zeyi Wen, Lifeng Yan, Zhan Zhao, Zekun Yin, Weiguo Liu, Bingsheng He	Leveraging Data Density and Sparsity for Efficient SVM Training on GPUs.	ICDM	2023	DBLP DOI BibTeX RDF
10	Yingying Xia, Bo Lu, Jianmin Ji	ALRS: An Attention Loss Function based on Row-Sparsity for Incremental Learning.	ICCCS	2023	DBLP DOI BibTeX RDF
10	Tan Nghia Duong, Thi Thu Trang Pham, Truong Giang Do, Thi Kim Phuong Dinh, Tran Manh Hoang	A Generalized Autorec Framework Applying Content-based Information for Resolving Data Sparsity Problem.	SoICT	2023	DBLP DOI BibTeX RDF
10	Vishesh Jain, Ashwin Sah, Mehtaab Sawhney	Spencer's theorem in nearly input-sparsity time.	SODA	2023	DBLP DOI BibTeX RDF
10	Prabhu Vellaisamy, Harideep Nair, Joseph Finn, Manav Trivedi, Albert Chen, Anna Li, Tsung-Han Lin, Perry H. Wang, Ronald Shawn Blanton, John Paul Shen	tubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit.	ISVLSI	2023	DBLP DOI BibTeX RDF
10	Baiqing Zhong, Mingyu Wang, Chuanghao Zhang, Yangzhan Mai, Xiaojie Li, Zhiyi Yu	A Digital SRAM Computing-in-Memory Design Utilizing Activation Unstructured Sparsity for High-Efficient DNN Inference.	ISVLSI	2023	DBLP DOI BibTeX RDF
10	Xiaomei Zou, Shiyong Hu, Taihao Li	GRALA: modeling social information for microblog sentiment analysis from the view of balancing sparsity and smoothness of social contexts.	APSIPA ASC	2023	DBLP DOI BibTeX RDF
10	Devi Noor Endrawati, Infall Syafalni, Nana Sutisna, Trio Adiono	Sparsity Exploration for Structured and Unstructured Weight Formations in CNN Architecture.	APSIPA ASC	2023	DBLP DOI BibTeX RDF
10	Haocheng Zhao, Limin Yu, Runwei Guan, Liye Jia, Junqing Zhang, Yutao Yue	PLSR: Unstructured Pruning with Layer-Wise Sparsity Ratio.	ICMLA	2023	DBLP DOI BibTeX RDF
10	Mohammad Munzurul Islam, Mohammed Alawad	Node Selection in Federated Learning Using Sparsity Regularization and Compressive Sensing.	ICMLA	2023	DBLP DOI BibTeX RDF
10	Hanning Chen, Yeseong Kim, Elaheh Sadredini, Saransh Gupta, Hugo Latapie, Mohsen Imani	Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration.	VLSI-SoC	2023	DBLP DOI BibTeX RDF
10	Lijun Yang, Haitao Lu, Xinchao Ge, Zhixin Sun, Pan Cao	Time-varying Characteristics of mmWave Channel based on the Clustered Sparsity Model.	VTC Fall	2023	DBLP DOI BibTeX RDF
10	Eunji Kwon, Haena Song, Jihye Park, Seokhyeong Kang	Mobile Accelerator Exploiting Sparsity of Multi-Heads, Lines, and Blocks in Transformers in Computer Vision.	DATE	2023	DBLP DOI BibTeX RDF
10	Çagan Önen, Ashish Pandharipande, Geethu Joseph, Nitin Jonathan Myers	LiDAR-Based Occupancy Grid Map Estimation Exploiting Spatial Sparsity.	SENSORS	2023	DBLP DOI BibTeX RDF
10	Jiahui Cao, Shaohua Tian, Shuming Wu, Zhibo Yang 0001, Xuefeng Chen 0002	Sparsity-based Compressed Covariance Sensing for Spectrum Reconstruction in Blade Tip Timing.	I2MTC	2023	DBLP DOI BibTeX RDF
10	Hongxiang Fan, Stylianos I. Venieris, Alexandros Kouris, Nicholas D. Lane	Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads.	MICRO	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.	MICRO	2023	DBLP DOI BibTeX RDF
10	Ashish Gondimalla, Mithuna Thottethodi, T. N. Vijaykumar	Eureka: Efficient Tensor Cores for One-sided Unstructured Sparsity in DNN Inference.	MICRO	2023	DBLP DOI BibTeX RDF
10	Chia-Chi Liu, I-Chyn Wey, Xuezhi Zhang, Tee Hui Teo	Selective Pruning of Sparsity-Supported Energy-Efficient Accelerator for Convolutional Neural Networks.	MCSoC	2023	DBLP DOI BibTeX RDF
10	Dongseok Im, Gwangtae Park, Zhiyong Li, Junha Ryu, Hoi-Jun Yoo	Sibia: Signed Bit-slice Architecture for Dense DNN Acceleration with Slice-level Sparsity Exploitation.	HPCA	2023	DBLP DOI BibTeX RDF
10	Jinyu Bai, Sifan Sun, Wang Kang 0001	Exploring Bit-Level Sparsity for Partial Sum Quantization in Computing-In-Memory Accelerator.	NVMSA	2023	DBLP DOI BibTeX RDF
10	Chengmin Wu, Ye Tian 0009, Yajie Zhang, Hao Jiang, Xing-yi Zhang 0001	A Sparsity-Guided Elitism Co-Evolutionary Framework for Sparse Large-Scale Multi-Objective Optimization.	CEC	2023	DBLP DOI BibTeX RDF
10	Xinru Jiang, Lei Sun 0015, Peizeng Lin	Local Sparsity Blocks and Tensor Low Rank Regularized Sparse Unmixing.	WHISPERS	2023	DBLP DOI BibTeX RDF
10	Majdoddin Esfandiari, Sergiy A. Vorobyov, Robert W. Heath Jr.	ADMM-Based Solution for mmWave UL Channel Estimation with One-Bit ADCs via Sparsity Enforcing and Toeplitz Matrix Reconstruction.	ICC	2023	DBLP DOI BibTeX RDF
10	Yunhung Gao, Hongyan Li, Kevin Zhang, Xueru Yu, Hang Lu	Mortar: Morphing the Bit Level Sparsity for General Purpose Deep Learning Acceleration.	ASP-DAC	2023	DBLP DOI BibTeX RDF
10	Alexei Novikov, Stephen White	Dictionary Learning for the Almost-Linear Sparsity Regime.	ALT	2023	DBLP BibTeX RDF
10	Varun A. Kelkar, Dehong Liu, Hiroshi Inoue, Makoto Kanemaru	Sparsity-Driven Joint Blind Deconvolution-Demodulation with Application to Motor Fault Detection.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Manon Dampfhoffer, Thomas Mesquida, Emmanuel Hardy, Alexandre Valentian, Lorena Anghel	Leveraging Sparsity with Spiking Recurrent Neural Networks for Energy-Efficient Keyword Spotting.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Rémi Andre, Xavier Luciani	Sparsity Constraint Implementation for the Joint Eigenvalue Decomposition of Matrices.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Hiroki Kuroda, Daichi Kitahara, Eiichi Yoshikawa, Hiroshi Kikuchi, Tomoo Ushio	Sparsity-Smoothness-Aware Power Spectral Density Estimation with Application to Phased Array Weather Radar.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Yuening Li, Wing-Kin Ma, Ruiyuan Wu, Huikang Liu	A Simple Scheme for Coupled Factorization for Hyperspectral Super-Resolution: Exploiting Sparsity in an Easy Way.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Saikiran Bulusu, Venkata Gandikota, Pramod K. Varshney	1-Bit Compressed Sensing with Local Sparsity Patterns.	ISIT	2023	DBLP DOI BibTeX RDF
10	Aiqi Sun, Hengfa Lu, Peng Wu, Bo Zhao 0002	Accelerated Black-Blood Cine MR Imaging with Low-Rank and Sparsity Constraints.	EMBC	2023	DBLP DOI BibTeX RDF
10	Huangjian Yi, Sihao Ma, Ruigang Yang, Lizhi Zhang, Hongbo Guo, Xiaowei He, Yuqing Hou	Adaptive Sparsity Orthogonal Least Square with Neighbor Strategy for Fluorescence Molecular Tomography.	EMBC	2023	DBLP DOI BibTeX RDF
10	Feier Lian, Aranya Chakrabortty, Alexandra Duel-Hallen	Game-Theoretic Mixed $H_{2}/H_{\infty}$ Control with Sparsity Constraint for Multi-Agent Control Systems.	CDC	2023	DBLP DOI BibTeX RDF
10	Xinhui Rong, Victor Solo, Akila J. Seneviratne	Hawkes Network Identification with Log-Sparsity Penalty.	CDC	2023	DBLP DOI BibTeX RDF
10	Anubhab Dasgupta, Atreyee Kundu	Scheduling and Control of Networked Systems: A Sparsity Approach.	CDC	2023	DBLP DOI BibTeX RDF
10	Alexander Montgomerie-Corcoran, Zhewen Yu, Jianyi Cheng, Christos-Savvas Bouganis	PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration.	FPL	2023	DBLP DOI BibTeX RDF
10	Jianwen Tian, Kefan Qiu, Debin Gao, Zhi Wang 0014, Xiaohui Kuang, Gang Zhao	Sparsity Brings Vulnerabilities: Exploring New Metrics in Backdoor Attacks.	USENIX Security Symposium	2023	DBLP BibTeX RDF
10	Yuchen Feng, Ying Zhang, Fan Fei, Jin Wu, Yixin Wu, Songyan Xue, Jinyan Fan	Exploiting Channel Sparsity in Massive MIMO Blind Signal Detection via ℓ2-ℓ1 Optimization Over the Stiefel Manifold.	SPAWC	2023	DBLP DOI BibTeX RDF
10	Wangkai Jin, Xiangjun Peng	SLITS: Sparsity-Lightened Intelligent Thread Scheduling.	SIGMETRICS (Abstracts)	2023	DBLP DOI BibTeX RDF
10	Emmanouil Kavvousanos, Vasilis Sakellariou, Ioannis Kouretas, Vassilis Paliouras, Thanos Stouraitis	Improving Residue-Level Sparsity in RNS-based Neural Network Hardware Accelerators via Regularization.	ARITH	2023	DBLP DOI BibTeX RDF
10	Vasilis Sakellariou, Vassilis Paliouras, Ioannis Kouretas, Hani H. Saleh, Thanos Stouraitis	A multiplier-Free RNS-Based CNN accelerator exploiting bit-Level sparsity.	ARITH	2023	DBLP DOI BibTeX RDF
10	Xuechun Bian, Wenbo Xu, Yue Wang, Chau Yuen	Sparse Signal Recovery and RIS Diagnosis: Double-Sparsity Based Algorithms.	GLOBECOM	2023	DBLP DOI BibTeX RDF
10	An Chen, Wenbo Xu, Liyang Lu, Yue Wang	Sparsity-Based Channel Estimation Exploiting Deep Unrolling for Downlink Massive MIMO.	GLOBECOM	2023	DBLP DOI BibTeX RDF
10	Fangchen Ye, Jin Lin, Hongzhan Huang, Jianping Fan 0007, Zhongchao Shi, Yuan Xie 0006, Yanyun Qu	Hardware-friendly Scalable Image Super Resolution with Progressive Structured Sparsity.	ACM Multimedia	2023	DBLP DOI BibTeX RDF
10	Bingyi Zhang, Viktor K. Prasanna	Dynasparse: Accelerating GNN Inference through Dynamic Sparsity Exploitation.	IPDPS	2023	DBLP DOI BibTeX RDF
10	Siddharth Singh, Abhinav Bhatele	Exploiting Sparsity in Pruned Neural Networks to Optimize Large Model Training.	IPDPS	2023	DBLP DOI BibTeX RDF
10	Miaojun Li, Shuping Zhao, Jigang Wu, Siyuan Ma	Inter-class Sparsity Based Non-negative Transition Sub-space Learning.	PRCV (3)	2023	DBLP DOI BibTeX RDF
10	Siqi He, Hongyi Zhang, Mengjie Li, Haozhe Zhu, Chixiao Chen, Qi Liu 0010, Xiaoyang Zeng	Bit-Offsetter: A Bit-serial DNN Accelerator with Weight-offset MAC for Bit-wise Sparsity Exploitation.	AICAS	2023	DBLP DOI BibTeX RDF
10	Tim Hotfilter, Julian Höfer, Fabian Kreß, Fabian Kempf, Leonhard Kraft, Tanja Harbaum, Jürgen Becker 0001	A Hardware-Centric Approach to Increase and Prune Regular Activation Sparsity in CNNs.	AICAS	2023	DBLP DOI BibTeX RDF
10	Matteo Bortolon, Alessio Del Bue, Fabio Poiesi	VM-NeRF: Tackling Sparsity in NeRF with View Morphing.	ICIAP (2)	2023	DBLP DOI BibTeX RDF
10	Mehmet Ali Aygül, Mahmoud Nazzal, Hüseyin Arslan	Estimating Multi-Dimensional Sparsity Level for Spectrum Sensing.	WCNC	2023	DBLP DOI BibTeX RDF
10	Akshay Kumar, Akshay Malhotra, Shahab Hamidi-Rad	Group Sparsity via Implicit Regularization for MIMO Channel Estimation.	WCNC	2023	DBLP DOI BibTeX RDF
10	Quang-Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham 0001, Phi Le Nguyen, Truong Thao Nguyen	SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning.	candar	2023	DBLP DOI BibTeX RDF
10	Han-Gyeol Mun, Hyunwoo Son, Seunghyun Moon, Jaehyun Park, ByungJun Kim, Jae-Yoon Sim	A 28 nm 66.8 TOPS/W Sparsity-Aware Dynamic-Precision Deep-Learning Processor.	VLSI Technology and Circuits	2023	DBLP DOI BibTeX RDF
10	Jun Liu, Guohao Dai, Hao Xia, Lidong Guo, Xiangsheng Shi, Jiaming Xu, Huazhong Yang, Yu Wang	TSTC: Two-Level Sparsity Tensor Core Enabling both Algorithm Flexibility and Hardware Efficiency.	ICCAD	2023	DBLP DOI BibTeX RDF
10	Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Jinming Zhang, Ningyi Xu, Guanghui He	SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing.	ICCAD	2023	DBLP DOI BibTeX RDF
10	Sanjay Gandham, Lingxiang Yin, Hao Zheng 0005, Mingjie Lin	SAGA: Sparsity-Agnostic Graph Convolutional Network Acceleration with Near-Optimal Workload Balance.	ICCAD	2023	DBLP DOI BibTeX RDF
10	Rishov Sarkar, Hanxue Liang, Zhiwen Fan, Zhangyang Wang, Cong Hao	Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-Level Sparsity via Mixture-of-Experts.	ICCAD	2023	DBLP DOI BibTeX RDF
10	Adithya Krishna, Vignesh Ramanathan, Satyapreet Singh Yadav, Sahil Shah, André van Schaik, Mahesh Mehendale, Chetan Singh Thakur	A Sparsity-driven tinyML Accelerator for Decoding Hand Kinematics in Brain-Computer Interfaces.	BioCAS	2023	DBLP DOI BibTeX RDF
10	Tuoru Li, Jie Yang, Tengjun Liu, Shurong Dong, Chaoming Fang, Weidong Chen, Shaomin Zhang	A Sparsity-Adapted Hardware Implementation of SNN for Cortical Spike Trains Decoding.	BioCAS	2023	DBLP DOI BibTeX RDF
10	Anindya Bijoy Das, Aditya Ramamoorthy, David J. Love, Christopher G. Brinton	Preserving Sparsity and Privacy in Straggler-Resilient Distributed Matrix Computations.	Allerton	2023	DBLP DOI BibTeX RDF
10	Ying Liu, Zhiyuan Chenl, Zhixuan Wang, Wentao Zhao, Wei He, Jianfeng Zhu, Oijun Wang, Ning Zhang, Tianyu Jia, Yufei Ma 0002, Le Ye, Ru Huang	A A 22nm 0.43pJ/SOP Sparsity-Aware In-Memory Neuromorphic Computing System with Hybrid Spiking and Artificial Neural Network and Configurable Topology.	CICC	2023	DBLP DOI BibTeX RDF
10	K. Gaurav Kumar, Gourab Barik, Baibhab Chatterjee, Sumon Bose, Shovan Maity, Shreyas Sen	A 65 nm 2.02 mW 50 Mbps Direct Analog to MJPEG Converter for Video Sensor Nodes using low-noise Switched Capacitor MAC-Quantizer with automatic calibration and Sparsity-aware ADC.	CICC	2023	DBLP DOI BibTeX RDF
10	Mustafa Fayez Ali, Indranil Chakraborty, Sakshi Choudhary, Muya Chang, Dong Eun Kim, Arijit Raychowdhury, Kaushik Roy 0001	A 65 nm 1.4-6.7 TOPS/W Adaptive-SNR Sparsity-Aware CIM Core with Load Balancing Support for DL workloads.	CICC	2023	DBLP DOI BibTeX RDF
10	Yugandhar Khodke, Sadhana Shanmugasundaram, Yidong Li, Mingu Kang	AI Processor with Sparsity-adaptive Real-time Dynamic Frequency Modulation for Convolutional Neural Networks and Transformers.	CICC	2023	DBLP DOI BibTeX RDF
10	Philippos Papaphilippou, Zhiqiang Que, Wayne Luk	Efficiently Removing Sparsity for High-Throughput Stream Processing.	ICFPT	2023	DBLP DOI BibTeX RDF
10	Shiva Akbari, Shahrokh Valaee	Binary Group Sparsity in Multi Anchor Direct Localization.	CAMSAP	2023	DBLP DOI BibTeX RDF
10	Aya El Mai, Hyeon Seok Rou, Giuseppe Thadeu Freitas de Abreu	Efficient Joint Radar and Communication Exploiting Sparsity and Spatial Modulation.	CAMSAP	2023	DBLP DOI BibTeX RDF