Search results for "sparsity"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Jingyu Zhang, Yiqin Deng, Haixia Zhang, Xianhao Chen	Sparsity Prediction-based Adaptive Deep Compressed Sensing for MEC-enabled IoT Systems.	ICCC	2023	DBLP DOI BibTeX RDF
10	Kun Liu, Zhipeng Lin 0001, Yuchao Liu, Qiuming Zhu, Qihui Wu, Xuezhao Cai	A New Spectrum Map Fusing Method Based on Difference Group Sparsity.	ICCC	2023	DBLP DOI BibTeX RDF
10	Jie Zhong, Enguang Zuo, Chen Chen 0078, Cheng Chen, Junyi Yan, Tianle Li, Xiaoyi Lv	A Masked Attention Network with Query Sparsity Measurement for Time Series Anomaly Detection.	ICME	2023	DBLP DOI BibTeX RDF
10	Tianyu Song 0003, Pengpeng Li 0001, Guiyue Jin, Jiyu Jin, Shumin Fan, Xiang Chen 0015	Image Deraining Transformer with Sparsity and Frequency Guidance.	ICME	2023	DBLP DOI BibTeX RDF
10	Ali Safa, Ilja Ocket, Francky Catthoor, Georges G. E. Gielen	SupportHDC: Hyperdimensional Computing with Scalable Hypervector Sparsity.	NICE	2023	DBLP DOI BibTeX RDF
10	Klaudia Balazy, Lukasz Struski, Marek Smieja, Jacek Tabor	r-softmax: Generalized Softmax with Controllable Sparsity Rate.	ICCS (2)	2023	DBLP DOI BibTeX RDF
10	Sangyeob Kim, Soyeon Kim, Seongyon Hong, Sangjin Kim, Donghyeon Han, Hoi-Jun Yoo	C-DNN: A 24.5-85.8TOPS/W Complementary-Deep-Neural-Network Processor with Heterogeneous CNN/SNN Core Architecture and Forward-Gradient-Based Sparsity Generation.	ISSCC	2023	DBLP DOI BibTeX RDF
10	Kazutoshi Kodama, Yusuke Sato, Yuhi Yorikado, Raphael Berner, Kyoji Mizoguchi, Takahiro Miyazaki, Masahiro Tsukamoto, Yoshihisa Matoba, Hirotaka Shinozaki, Atsumi Niwa, Tetsuji Yamaguchi, Christian Brandli, Hayato Wakabayashi, Yusuke Oike	1.22μm 35.6Mpixel RGB Hybrid Event-Based Vision Sensor with 4.88μm-Pitch Event Pixels and up to 10K Event Frame Rate by Adaptive Control on Event Sparsity.	ISSCC	2023	DBLP DOI BibTeX RDF
10	Dongping Liao, Xitong Gao, Yiren Zhao, Chengzhong Xu 0001	Adaptive Channel Sparsity for Federated Learning under System Heterogeneity.	CVPR	2023	DBLP DOI BibTeX RDF
10	Xuanyao Chen, Zhijian Liu, Haotian Tang, Li Yi, Hang Zhao, Song Han 0003	SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer.	CVPR	2023	DBLP DOI BibTeX RDF
10	Yanan Sun 0005, Chi-Keung Tang, Yu-Wing Tai	Ultrahigh Resolution Image/Video Matting with Spatio-Temporal Sparsity.	CVPR	2023	DBLP DOI BibTeX RDF
10	Chong Yu, Tao Chen 0003, Zhongxue Gan, Jiayuan Fan	Boost Vision Transformer with GPU-Friendly Sparsity and Quantization.	CVPR	2023	DBLP DOI BibTeX RDF
10	Xiaoyang Wang, Bingfeng Zhang, Limin Yu, Jimin Xiao	Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation.	CVPR	2023	DBLP DOI BibTeX RDF
10	Zeqi Zhu, Arash Pourtaherian, Luc Waeijen, Egor Bondarev, Orlando Moreira	STAR: Sparse Thresholded Activation under partial-Regularization for Activation Sparsity Exploration.	CVPR Workshops	2023	DBLP DOI BibTeX RDF
10	Bin Xia, Jingwen He, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Luc Van Gool	Structured Sparsity Learning for Efficient Video Super-Resolution.	CVPR	2023	DBLP DOI BibTeX RDF
10	Ali Moussa, Wei Liu 0001	A Two-Stage Sparsity-Based Method for Location and Doppler Estimation in Bistatic Automotive Radar.	SSP	2023	DBLP DOI BibTeX RDF
10	Seongwook Kim, Gwangeun Byeon, Sihyung Kim, Hyungjin Kim, Seokin Hong	Conveyor: Towards Asynchronous Dataflow in Systolic Array to Exploit Unstructured Sparsity.	ICCD	2023	DBLP DOI BibTeX RDF
10	Mohammed Aburidi, Mario Banuelos, Suzanne Sindi, Roummel F. Marcia	Genetic Variant Detection Over Generations: Sparsity-Constrained Optimization Using Block-Coordinate Descent.	MeMeA	2023	DBLP DOI BibTeX RDF
10	Matteo Grimaldi, Darshan C. Ganji, Ivan Lazarevich, Sudhakar Sah Deeplite	Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity.	ICCV (Workshops)	2023	DBLP DOI BibTeX RDF
10	Yongshun Zhang, Changsheng Shan, Dandan Fan, Feng Sun, Jun Wang	Swept Jamming Mitigation in FHSS Communication via Sparsity Adaptive OMP.	CISP-BMEI	2023	DBLP DOI BibTeX RDF
10	Siyuan Wang, Haoyu Wang, Jian Li, Wei-Qiang Zhang 0001	Learnable Sparsity Structured Pruning for Acoustic Pre-trained Models.	SPML	2023	DBLP DOI BibTeX RDF
10	Cong Sheng Leow, Wang Ling Goh, Yuan Gao 0011	Sparsity Through Spiking Convolutional Neural Network for Audio Classification at the Edge.	ISCAS	2023	DBLP DOI BibTeX RDF
10	Hao Jiang, Jiapei Zheng, Yunzhengmao Wang, Jinshan Zhang 0006, Haozhe Zhu, Liangjian Lyu, Yingping Chen, Chixiao Chen, Qi Liu	A $2.53 \mu \mathrm{W}/\text{channel}$ Event-Driven Neural Spike Sorting Processor with Sparsity-Aware Computing-In-Memory Macros.	ISCAS	2023	DBLP DOI BibTeX RDF
10	Bo Du, Jin Zhang, Weijia Cui, Bin Ba, Yuxi Du, Wei Lin	Sparsity-based localization for Mixed Near-Field and Far-Field Sources with unknown Mutual Coupling.	CECCT	2023	DBLP DOI BibTeX RDF
10	Lingxiang Yin, Jun Wang 0001, Hao Zheng 0005	Exploring Architecture, Dataflow, and Sparsity for GCN Accelerators: A Holistic Framework.	ACM Great Lakes Symposium on VLSI	2023	DBLP DOI BibTeX RDF
10	Mohammad Munzurul Islam, Mohammed Alawad	Stochastically Pruning Large Language Models Using Sparsity Regularization and Compressive Sensing.	ACM Great Lakes Symposium on VLSI	2023	DBLP DOI BibTeX RDF
10	Xiao Zhang 0015, Ziming Ye, Jianfeng Lu 0002, Fuzhen Zhuang, Yanwei Zheng, Dongxiao Yu	Fine-Grained Preference-Aware Personalized Federated POI Recommendation with Data Sparsity.	SIGIR	2023	DBLP DOI BibTeX RDF
10	Sujuan Liu, Jiajun Ma, Yichen Liang	FPGA Implementation of High Critical Sparsity Orthogonal Matching Pursuit Algorithm for Compressed Sensing Reconstruction.	ASICON	2023	DBLP DOI BibTeX RDF
10	Etienne Boursier, Nicolas Flammarion	Penalising the biases in norm regularisation enforces sparsity.	NeurIPS	2023	DBLP BibTeX RDF
10	Junpei Komiyama, Masaaki Imaizumi	High-dimensional Contextual Bandit Problem without Sparsity.	NeurIPS	2023	DBLP BibTeX RDF
10	Badih Ghazi, Yangsibo Huang, Pritish Kamath, Ravi Kumar 0001, Pasin Manurangsi, Amer Sinha, Chiyuan Zhang	Sparsity-Preserving Differentially Private Training of Large Embedding Models.	NeurIPS	2023	DBLP BibTeX RDF
10	Yujia Zheng, Kun Zhang 0001	Generalizing Nonlinear ICA Beyond Structural Sparsity.	NeurIPS	2023	DBLP BibTeX RDF
10	Jinghan Jia, Jiancheng Liu, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu 0001	Model Sparsity Can Simplify Machine Unlearning.	NeurIPS	2023	DBLP BibTeX RDF
10	Tolga Ergen, Mert Pilanci	Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks.	NeurIPS	2023	DBLP BibTeX RDF
10	Ajay Jaiswal, Shiwei Liu, Tianlong Chen, Zhangyang Wang	The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter.	NeurIPS	2023	DBLP BibTeX RDF
10	Xingyu Jiang, Jiayi Ma 0001	Robust Model Reasoning and Fitting via Dual Sparsity Pursuit.	NeurIPS	2023	DBLP BibTeX RDF
10	Tianqin Li, Ziqi Wen, Yangfan Li, Tai Sing Lee	Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity.	NeurIPS	2023	DBLP BibTeX RDF
10	Taira Tsuchiya, Shinji Ito, Junya Honda	Stability-penalty-adaptive follow-the-regularized-leader: Sparsity, game-dependency, and best-of-both-worlds.	NeurIPS	2023	DBLP BibTeX RDF
10	Ramchandran Muthukumar, Jeremias Sulam	Sparsity-aware generalization theory for deep neural networks.	COLT	2023	DBLP BibTeX RDF
10	Ashishkumar Gor, C. K. Bhensdadia	Deep Cascaded Broad Learning System with Sparsity based Framework for Image Denoising.	ICCCNT	2023	DBLP DOI BibTeX RDF
10	Chao-Ying Zhang, Wei-Xing Li, Li-Dan Kuang, Qiu-Hua Lin	Incorporating Spatial Sparsity Constraint into Complex IVA of Multi-subject Complex-Valued fMRI Data.	IJCNN	2023	DBLP DOI BibTeX RDF
10	André H. Deutz, Michael Emmerich, Hao Wang 0025	The Hypervolume Indicator Hessian Matrix: Analytical Expression, Computational Time Complexity, and Sparsity.	EMO	2023	DBLP DOI BibTeX RDF
10	Krisztián Búza	Sparsity-Invariant Convolution for Forecasting Irregularly Sampled Time Series.	ICCCI	2023	DBLP DOI BibTeX RDF
10	Avinash Nittur Ramesh, Fabio Giovanneschi, María A. González-Huici	SIUNet: Sparsity Invariant U-Net for Edge-Aware Depth Completion.	WACV	2023	DBLP DOI BibTeX RDF
10	Andrea Conti 0002, Matteo Poggi, Stefano Mattoccia	Sparsity Agnostic Depth Completion.	WACV	2023	DBLP DOI BibTeX RDF
10	James D. Trotter, Sinan Ekmekçibasi, Johannes Langguth, Tugba Torun, Emre Düzakin, Aleksandar Ilic, Didem Unat	Bringing Order to Sparsity: A Sparse Matrix Reordering Study on Multicore CPUs.	SC	2023	DBLP DOI BibTeX RDF
10	Yuejin Ding, Ming Lei 0001, Ming-Min Zhao, Minjian Zhao 0001	Turbo-VBI Based Off-Grid Channel Estimation for OTFS Systems with 2D-Clustered Sparsity.	MILCOM	2023	DBLP DOI BibTeX RDF
10	Igor Yanovsky, Alan B. Tanner, Alex Akins	Reconstruction of ICE Sheet Temperature Maps Using a Sparsity-Based Image Deconvolution Method.	IGARSS	2023	DBLP DOI BibTeX RDF
10	Hao Guo, Wenxing Bao, Wei Feng 0004, Shasha Sun, Lei Yang, Kewen Qu, Xuan Ma, Xiaowu Zhang	Multispectral and Hyperspectral Image Fusion Based on Coupled Non-Negative Block Term Tensor Decomposition with Joint Structured Sparsity.	IGARSS	2023	DBLP DOI BibTeX RDF
10	Hao Zhang 0103, Shunjun Wei, Yanbo Wen, Jun Shi 0002, Xiaoling Zhang 0002	Frequency Domain Sparsity-Based Interference Mitigation for Automotive Radar.	IGARSS	2023	DBLP DOI BibTeX RDF
10	Xu Zhan, Xiaoling Zhang 0002, Xiangdong Ma, Shunjun Wei, Jun Shi 0002, Tianjiao Zeng	Recent Progress in Sparsity-Regularization Based Imaging Method for Near-Field 3D SAR.	IGARSS	2023	DBLP DOI BibTeX RDF
10	Zhong Long, Yuling Chen, Hui Dou, Yun Luo, Chaoyue Tan, Yancheng Sun	Communication-Efficient Federated Learning with Sparsity and Quantization.	DASC/PiCom/CBDCom/CyberSciTech	2023	DBLP DOI BibTeX RDF
10	Christoph Schulte, Sven Wagner, Armin Runge, Dimitrios Bariamis, Barbara Hammer	Best of both, Structured and Unstructured Sparsity in Neural Networks.	EuroMLSys@EuroSys	2023	DBLP DOI BibTeX RDF
10	Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Tommi Kärkkäinen, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang	More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity.	ICLR	2023	DBLP BibTeX RDF
10	Jiangyuan Li, Thanh Van Nguyen, Chinmay Hegde, Raymond K. W. Wong	Implicit Regularization for Group Sparsity.	ICLR	2023	DBLP BibTeX RDF
10	Brian Chmiel, Itay Hubara, Ron Banner, Daniel Soudry	Minimum Variance Unbiased N: M Sparsity for the Neural Gradients.	ICLR	2023	DBLP BibTeX RDF
10	Anand Subramoney, Khaleelulla Khan Nazeer, Mark Schöne, Christian Mayr 0001, David Kappel	Efficient recurrent architectures through activity sparsity and sparse back-propagation through time.	ICLR	2023	DBLP BibTeX RDF
10	Tianlin Liu, Joan Puigcerver, Mathieu Blondel	Sparsity-Constrained Optimal Transport.	ICLR	2023	DBLP BibTeX RDF
10	Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar	The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers.	ICLR	2023	DBLP 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.	ICLR	2023	DBLP BibTeX RDF
10	Shiwei Liu, Tianlong Chen, Zhenyu Zhang 0015, Xuxi Chen, Tianjin Huang, Ajay Kumar Jaiswal, Zhangyang Wang	Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!	ICLR	2023	DBLP BibTeX RDF
10	Bo Hui 0001, Da Yan 0001, Xiaolong Ma, Wei-Shinn Ku	Rethinking Graph Lottery Tickets: Graph Sparsity Matters.	ICLR	2023	DBLP BibTeX RDF
10	Zichen Fan, Qirui Zhang 0001, Pierre Abillama, Sara Shoouri, Changwoo Lee 0001, David T. Blaauw, Hun-Seok Kim, Dennis Sylvester	TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing.	ISCA	2023	DBLP DOI BibTeX RDF
10	Francesco Tonin, Alex Lambert, Panagiotis Patrinos, Johan A. K. Suykens	Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms.	ICML	2023	DBLP BibTeX RDF
10	Chunhui Zhang, Chao Huang, Yijun Tian 0001, Qianlong Wen, Zhongyu Ouyang, Youhuan Li, Yanfang Ye 0001, Chuxu Zhang	When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations.	ICML	2023	DBLP BibTeX RDF
10	Jialin Dong, Lin Yang 0011	Does Sparsity Help in Learning Misspecified Linear Bandits?	ICML	2023	DBLP BibTeX RDF
10	Sébastien Lachapelle, Tristan Deleu, Divyat Mahajan, Ioannis Mitliagkas, Yoshua Bengio, Simon Lacoste-Julien, Quentin Bertrand	Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning.	ICML	2023	DBLP BibTeX RDF
10	Ran Ran, Xinwei Luo, Wei Wang, Tao Liu 0023, Gang Quan, Xiaolin Xu, Caiwen Ding, Wujie Wen	SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference.	ICML	2023	DBLP 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.	ICML	2023	DBLP BibTeX RDF
10	Zichang Liu, Jue Wang, Tri Dao, Tianyi Zhou 0002, Binhang Yuan, Zhao Song 0002, Anshumali Shrivastava, Ce Zhang 0001, Yuandong Tian, Christopher Ré, Beidi Chen	Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time.	ICML	2023	DBLP BibTeX RDF
10	Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee 0001, Byung Suk Lee 0001	Context Consistency Regularization for Label Sparsity in Time Series.	ICML	2023	DBLP BibTeX RDF
10	Tianchen Zhu, Yue Qiu, Haoyi Zhou, Jianxin Li 0002	Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution.	IJCAI	2023	DBLP DOI BibTeX RDF
10	Shu Peng, Feifei Qi, Hong Yu, Ke Liu 0008	EEG Extended Source Imaging with Variation Sparsity and Lp-Norm Constraint.	CICAI (2)	2023	DBLP DOI BibTeX RDF
10	Eunji Yoo, Gunho Park, Jung Gyu Min, Se Jung Kwon, Baeseong Park, Dongsoo Lee, Youngjoo Lee	TF-MVP: Novel Sparsity-Aware Transformer Accelerator with Mixed-Length Vector Pruning.	DAC	2023	DBLP DOI BibTeX RDF
10	Xiaolong Lin, Gang Li 0015, Zizhao Liu, Yadong Liu, Fan Zhang, Zhuoran Song, Naifeng Jing, Xiaoyao Liang	AdaS: A Fast and Energy-Efficient CNN Accelerator Exploiting Bit-Sparsity.	DAC	2023	DBLP DOI BibTeX RDF
10	Haiping Zhu, Yifei Zhao, Yuchen Wu, Yan Chen 0031, Wenhao Li, Qinghua Zheng, Feng Tian 0002	Ensemble Learning Based Employment Recommendation Under Interaction Sparsity for College Students.	ADMA (2)	2023	DBLP DOI BibTeX RDF
10	Anirban Samaddar, Sandeep Madireddy, Prasanna Balaprakash, Taps Maiti, Gustavo de los Campos, Ian Fischer	Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck.	AISTATS	2023	DBLP BibTeX RDF
10	Hannah Sansford, Alexander Modell, Nick Whiteley, Patrick Rubin-Delanchy	Implications of sparsity and high triangle density for graph representation learning.	AISTATS	2023	DBLP BibTeX RDF
10	Shinsaku Sakaue, Taihei Oki	Improved Generalization Bound and Learning of Sparsity Patterns for Data-Driven Low-Rank Approximation.	AISTATS	2023	DBLP BibTeX RDF
10	Arber Qoku, Florian Buettner 0001	Encoding Domain Knowledge in Multi-view Latent Variable Models: A Bayesian Approach with Structured Sparsity.	AISTATS	2023	DBLP BibTeX RDF
10	Khaled Aboumerhi, Ralph Etienne-Cummings	Inducing Dynamic Group Sparsity on Vagus Nerve Recordings.	CISS	2023	DBLP DOI BibTeX RDF
10	Sankha Subhra Bhattacharjee, Mads Græsbøll Christensen, Jacob Benesty	Study of Sparsity Emanating from NKPD and its Utilization to Enhance NKPD based Adaptive Algorithms.	EUSIPCO	2023	DBLP DOI BibTeX RDF
10	Aylin Tastan, Michael Muma, Esa Ollila, Abdelhak M. Zoubir	Sparsity-Aware Block Diagonal Representation for Subspace Clustering.	EUSIPCO	2023	DBLP DOI BibTeX RDF
10	Bart M. P. Jansen, Shivesh Kumar Roy	Sunflowers Meet Sparsity: A Linear-Vertex Kernel for Weighted Clique-Packing on Sparse Graphs.	IPEC	2023	DBLP DOI BibTeX RDF
10	Yiu Yu Chan, Chi-Sing Leung	A Revamped Sparse Index Tracker Leveraging K-Sparsity and Reduced Portfolio Reshuffling.	ICONIP (12)	2023	DBLP DOI BibTeX RDF
10	Chong Yu, Tao Chen, Zhongxue Gan	Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization.	ACL (Findings)	2023	DBLP DOI BibTeX RDF
10	Xuxi Chen, Tianlong Chen, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang, Yu Cheng 0001	DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models.	ACL (1)	2023	DBLP DOI BibTeX RDF
10	Santhosh Kumar Varanasi, Atefeh Daemi, Biao Huang 0001, Graham Slot, Primo Majoko	Sparsity constrained wavelet neural networks for robust soft sensor design with application to the industrial KIVCET unit.	Comput. Chem. Eng.	2022	DBLP DOI BibTeX RDF
10	Rui Duan, Cuiqing Jiang, Hemant K. Jain 0001	Combining review-based collaborative filtering and matrix factorization: A solution to rating's sparsity problem.	Decis. Support Syst.	2022	DBLP DOI BibTeX RDF
10	Weihua Jiang, Feng Tong, Zhengliang Zhu	Exploiting Rapidly Time-Varying Sparsity for Underwater Acoustic Communication.	IEEE Trans. Veh. Technol.	2022	DBLP DOI BibTeX RDF
10	Chengcheng Han 0002, Li Chen 0015, Weidong Wang	Joint CS Measurement Through Coherent MAC: Exploiting Joint Sparsity of Multiple Phenomena.	IEEE Trans. Veh. Technol.	2022	DBLP DOI BibTeX RDF
10	Zhiwang Zhang, Jing He 0004, Jie Cao 0001, Shuqing Li, Xingsen Li, Kai Zhang, Pingjiang Wang, Yong Shi 0001	An explainable multi-sparsity multi-kernel nonconvex optimization least-squares classifier method via ADMM.	Neural Comput. Appl.	2022	DBLP DOI BibTeX RDF
10	Hongchun Qu, Jian Zheng, Xiaoming Tang	Effects of loss function and data sparsity on smooth manifold extraction with deep model.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
10	Sajad Ahmadian, Nima Joorabloo, Mahdi Jalili, Milad Ahmadian	Alleviating data sparsity problem in time-aware recommender systems using a reliable rating profile enrichment approach.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
10	Nanfei Jiang, Zhexiao Xiong, Hui Tian, Xu Zhao, Xiaojie Du, Chaoyang Zhao, Jinqiao Wang	PruneFaceDet: Pruning lightweight face detection network by sparsity training.	Cogn. Comput. Syst.	2022	DBLP DOI BibTeX RDF
10	Feifei Chen, Ka-Fai Un, Wei-Han Yu, Pui-In Mak, Rui Paulo Martins	A 108-nW 0.8-mm2 Analog Voice Activity Detector Featuring a Time-Domain CNN With Sparsity-Aware Computation and Sparsified Quantization in 28-nm CMOS.	IEEE J. Solid State Circuits	2022	DBLP DOI BibTeX RDF
10	Wantong Li, Xiaoyu Sun 0001, Shanshi Huang, Hongwu Jiang, Shimeng Yu	A 40-nm MLC-RRAM Compute-in-Memory Macro With Sparsity Control, On-Chip Write-Verify, and Temperature-Independent ADC References.	IEEE J. Solid State Circuits	2022	DBLP DOI BibTeX RDF
10	Jinshan Yue, Yongpan Liu, Zhe Yuan, Xiaoyu Feng, Yifan He, Wenyu Sun, Zhixiao Zhang, Xin Si, Ruhui Liu, Zi Wang, Meng-Fan Chang, Chunmeng Dou, Xueqing Li, Ming Liu 0022, Huazhong Yang	STICKER-IM: A 65 nm Computing-in-Memory NN Processor Using Block-Wise Sparsity Optimization and Inter/Intra-Macro Data Reuse.	IEEE J. Solid State Circuits	2022	DBLP DOI BibTeX RDF
10	Yue Han, Qiu-Hua Lin, Li-Dan Kuang, Xiao-Feng Gong, Fengyu Cong, Yu-Ping Wang 0002, Vince D. Calhoun	Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint.	IEEE Trans. Medical Imaging	2022	DBLP DOI BibTeX RDF
10	Qi You, Joshua D. Trzasko, Matthew R. Lowerison, Xi Chen, Zhijie Dong, Nathiya Vaithiyalingam ChandraSekaran, Daniel A. Llano, Shigao Chen, Pengfei Song	Curvelet Transform-Based Sparsity Promoting Algorithm for Fast Ultrasound Localization Microscopy.	IEEE Trans. Medical Imaging	2022	DBLP DOI BibTeX RDF