A survey of sparse representation: algorithms and applications

23 February 2016

Xuelong Li

Papers citing "A survey of sparse representation: algorithms and applications"

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Title
DB-KSVD: Scalable Alternating Optimization for Disentangling High-Dimensional Embedding Spaces Romeo Valentin Sydney M. Katz Vincent Vanhoucke Mykel J. Kochenderfer 60 0 0 24 May 2025
Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias? Tom Jacobs Chao Zhou R. Burkholz OffRL AI4CE 74 1 0 17 Apr 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 231 4 0 03 Mar 2025
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning John Wu David Wu Jimeng Sun 163 1 0 31 Oct 2024
WARP-LCA: Efficient Convolutional Sparse Coding with Locally Competitive Algorithm Geoffrey Kasenbacher Felix Ehret Gerrit Ecke Sebastian Otte 181 1 0 24 Oct 2024
Pareto Data Framework: Steps Towards Resource-Efficient Decision Making Using Minimum Viable Data (MVD) Tashfain Ahmed Josh Siegel 48 1 0 18 Sep 2024
DILA: Dictionary Label Attention for Mechanistic Interpretability in High-dimensional Multi-label Medical Coding Prediction John Wu David Wu Jimeng Sun 392 0 0 16 Sep 2024
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model Chaoya Jiang Jia Hongrui Haiyang Xu Wei Ye Mengfan Dong Ming Yan Ji Zhang Fei Huang Shikun Zhang VLM 60 2 0 22 Aug 2024
Dy-mer: An Explainable DNA Sequence Representation Scheme using Sparse Recovery Zhiyuan Peng Yuanbo Tang Yang Li 46 0 0 06 Jul 2024
Semi-adaptive Synergetic Two-way Pseudoinverse Learning System Binghong Liu Ziqi Zhao Shupan Li Ke Wang 73 0 0 27 Jun 2024
Low Rank Multi-Dictionary Selection at Scale Boya Ma Maxwell McNeil Abram Magner Petko Bogdanov 33 1 0 11 Jun 2024
In-Flight Estimation of Instrument Spectral Response Functions Using Sparse Representations Jihanne El Haouari J. Gaucel Christelle Pittet J. Tourneret H. Wendt 23 0 0 08 Apr 2024
Sparse and Faithful Explanations Without Sparse Models Yiyang Sun Zhi Chen Vittorio Orlandi Tong Wang Cynthia Rudin 76 3 0 15 Feb 2024
Sparsity via Sparse Group $k$ -max Regularization Qinghua Tao Xiangming Xi Jun Xu Johan A. K. Suykens 115 0 0 13 Feb 2024
Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting Linxiao Yang Rui Ren Xinyue Gu Liang Sun 66 6 0 24 Oct 2023
Multi-Dictionary Tensor Decomposition Maxwell McNeil Petko Bogdanov 45 1 0 18 Sep 2023
Robust Ordinal Regression for Subsets Comparisons with Interactions Hugo Gilbert Mohamed Ouaguenouni Meltem Öztürk Olivier Spanjaard 28 1 0 07 Aug 2023
Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision] Shuhao Zhang Xianzhi Zeng Yuhao Wu Zhonghao Yang 70 0 0 17 Jul 2023
SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning Tanguy Marchand Regis Loeb Ulysse Marteau-Ferey Jean Ogier du Terrail Arthur Pignet FedML 98 4 0 13 Jun 2023
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers J. Yao Xinggang Wang Shusheng Yang Baoyuan Wang ViT 108 64 0 24 May 2023
Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks Peng Xu Lin Zhang Xuanzhou Liu Jiaqi Sun Yue Zhao Haiqing Yang Bei Yu GNN 78 9 0 23 May 2023
3D wind field profiles from hyperspectral sounders: revisiting optic-flow from a meteorological perspective P. Héas O. Hautecoeur R. Borde 23 3 0 09 Mar 2023
An adaptive shortest-solution guided decimation approach to sparse high-dimensional linear regression Xue Yu Yifan Sun Haijun Zhou 33 2 0 28 Nov 2022
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders Yupeng Hou Zhankui He Julian McAuley Wayne Xin Zhao 126 137 0 22 Oct 2022
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training Risheng Liu Xuan Liu Shangzhi Zeng Jin Zhang Yixuan Zhang 99 6 0 16 Jun 2022
Cautious Learning of Multiattribute Preferences Hugo Gilbert Mohamed Ouaguenouni Meltem Öztürk Olivier Spanjaard 23 0 0 15 Jun 2022
Explainable AI via Learning to Optimize Howard Heaton Samy Wu Fung 82 16 0 29 Apr 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Kaidong Li Ziming Zhang Cuncong Zhong Guanghui Wang 3DPC 75 25 0 29 Mar 2022
Adaptive Cross-Layer Attention for Image Restoration Yancheng Wang N. Xu Yingzhen Yang 89 3 0 04 Mar 2022
Multi-scale Sparse Representation-Based Shadow Inpainting for Retinal OCT Images Yaoqi Tang Yu-Feng Li Hongshan Liu Jiaxuan Li Peiyao Jin Yu Gan Yuye Ling Yikai Su MedIm 23 2 0 23 Feb 2022
2D+3D facial expression recognition via embedded tensor manifold regularization Yunfang Fu Q. Ruan Ziyan Luo Gaoyun An Yi Jin Jun Wan CVBM 3DH 22 0 0 29 Jan 2022
Sparse Coding with Multi-Layer Decoders using Variance Regularization Katrina Evtimova Yann LeCun BDL OffRL 56 9 0 16 Dec 2021
Discriminative Dictionary Learning based on Statistical Methods G. Madhuri A. Negi 18 6 0 17 Nov 2021
Cascaded Compressed Sensing Networks: A Reversible Architecture for Layerwise Learning Weizhi Lu Mingrui Chen Kai Guo Weiyu Li 44 0 0 20 Oct 2021
Salt and pepper noise removal method based on stationary Framelet transform with non-convex sparsity regularization Yingpin Chen Yuming Huang Lingzhi Wang Huiying Huang Jianhua Song Chao-Liang Yu Yanping Xu 90 10 0 18 Oct 2021
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation Haitong Tang Shuang He Mengduo Yang Xia Lu Qin Yu Kaiyue Liu Hongjie Yan Ni-zhuan Wang SSeg 68 14 0 01 Aug 2021
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar Stefanos Zafeiriou 62 126 0 07 Jul 2021
Temporal Graph Signal Decomposition Maxwell McNeil Lin Zhang Petko Bogdanov 41 15 0 25 Jun 2021
Encrypted Distributed Lasso for Sparse Data Predictive Control A. Alexandru Anastasios Tsiamis George J. Pappas 74 10 0 23 Apr 2021
$Signal Processing Challenges and Examples for {\it in-situ} Transmission Electron Microscopy$ Signal Processing Challenges and Examples for {\it in-situ} Transmission Electron Microscopy J. Kacher Yao Xie Sven P. Voigt Shixiang Zhu H. Yuchi J. Key S. Kalidindi 37 0 0 18 Apr 2021
Knowledge Distillation By Sparse Representation Matching D. Tran Moncef Gabbouj Alexandros Iosifidis 43 0 0 31 Mar 2021
Discriminative Localized Sparse Representations for Breast Cancer Screening S. Makrogiannis Chelsea E. Harris Keni Zheng 23 0 0 20 Nov 2020
A Transfer Learning Framework for Anomaly Detection Using Model of Normality Sulaiman A. Aburakhia Tareq Tayeh Ryan Myers Abdallah Shami 65 20 0 12 Nov 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Yibo Yang Hongyang Li Shan You Fei Wang Chao Qian Zhouchen Lin 63 60 0 13 Oct 2020
A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions Rahul Mishra Hari Prabhat Gupta Tanima Dutta 66 92 0 05 Oct 2020
A Survey on Concept Factorization: From Shallow to Deep Representation Learning Zhao Zhang Yan Zhang Mingliang Xu Li Zhang Yi Yang Shuicheng Yan 90 30 0 31 Jul 2020
SWAG: A Wrapper Method for Sparse Learning Roberto Molinari Gaetan Bakalli S. Guerrier Cesare Miglioli Samuel Orso Mucyo Karemera O. Scaillet 13 5 0 23 Jun 2020
Robust subgaussian estimation with VC-dimension Jules Depersin 85 12 0 24 Apr 2020
Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark Nora Lüthen S. Marelli Bruno Sudret 78 156 0 04 Feb 2020
A sparsity augmented probabilistic collaborative representation based classification method Xiao-Yun Cai Hefeng Yin 28 1 0 27 Dec 2019