Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
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 |
|