Search results for "unrolling"

Hits ?▲	Authors	Title	Venue	Year	Link
19	Weijie Gan, Qiuchen Zhai, Michael Thompson McCann, Cristina Garcia-Cardona, Ulugbek S. Kamilov, Brendt Wohlberg	PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction.	CoRR	2023	DBLP DOI BibTeX RDF
19	Riccardo Mazzieri, Jacopo Pegoraro, Michele Rossi	Enhanced Attention-Based Unrolling for Sparse Sequential micro-Doppler Reconstruction.	CoRR	2023	DBLP DOI BibTeX RDF
19	Dajiang Lei, Tao Zhang, Yue Wu, Weisheng Li 0001, Xinwei Li	Autism spectrum disorder diagnosis based on deep unrolling-based spatial constraint representation.	Medical Biol. Eng. Comput.	2023	DBLP DOI BibTeX RDF
19	Siva Shanmugam, Sheetal Kalyani	Unrolling SVT to Obtain Computationally Efficient SVT for N-Qubit Quantum State Tomography.	IEEE Trans. Signal Process.	2023	DBLP DOI BibTeX RDF
19	Jian Zhang 0018, Bin Chen, Ruiqin Xiong, Yongbing Zhang	Physics-Inspired Compressive Sensing: Beyond deep unrolling.	IEEE Signal Process. Mag.	2023	DBLP DOI BibTeX RDF
19	Wenting Yin, Yuqi Li, Jiabao Li, Xulun Ye, Lijun Guo	Blind inverse light transport using unrolling network.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
19	Heping Song, Qifeng Ding, Jingyao Gong, Hongying Meng, Yuping Lai	SALSA-Net: Explainable Deep Unrolling Networks for Compressed Sensing.	Sensors	2023	DBLP DOI BibTeX RDF
19	Jiechong Song, Bin Chen, Jian Zhang 0018	Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing.	Int. J. Comput. Vis.	2023	DBLP DOI BibTeX RDF
19	Bin Chen, Jiechong Song, Jingfen Xie, Jian Zhang 0018	Deep Physics-Guided Unrolling Generalization for Compressed Sensing.	Int. J. Comput. Vis.	2023	DBLP DOI BibTeX RDF
19	Liqi Xin, Dingwen Wang, Wenxuan Shi	FISTA-CSNet: a deep compressed sensing network by unrolling iterative optimization algorithm.	Vis. Comput.	2023	DBLP DOI BibTeX RDF
19	Kailong Lin, Shaowei Zhang, Yu Luo 0004, Jie Ling 0002	Unrolling Rain-guided Detail Recovery Network for Single Image Deraining.	Virtual Real. Intell. Hardw.	2023	DBLP DOI BibTeX RDF
19	Andreas Kofler, Fabian Altekrüger, Fatima Antarou Ba, Christoph Kolbitsch, Evangelos Papoutsellis, David Schote, Clemens Sirotenko, Felix Frederik Zimmermann, Kostas Papafitsoros	Learning Regularization Parameter-Maps for Variational Image Reconstruction Using Deep Neural Networks and Algorithm Unrolling.	SIAM J. Imaging Sci.	2023	DBLP DOI BibTeX RDF
19	Kaidong Wang, Xiuwu Liao, Jun Li 0009, Deyu Meng, Yao Wang 0003	Hyperspectral Image Super-Resolution via Knowledge-Driven Deep Unrolling and Transformer Embedded Convolutional Recurrent Neural Network.	IEEE Trans. Image Process.	2023	DBLP DOI BibTeX RDF
19	Alexandros Gkillas, Aris S. Lalos, Dimitris Ampeliotis	An Efficient Deep Unrolling Super-Resolution Network for Lidar Automotive Scenes.	ICIP	2023	DBLP DOI BibTeX RDF
19	Keigo Takanami, Yukihiro Bandoh, Seishi Takamura, Yuichi Tanaka	Multimodadl Graph Signal Denoising With Simultaneous Graph Learning using Deep Algorithm Unrolling.	ICIP	2023	DBLP DOI BibTeX RDF
19	Vineet R. Shenoy, Tim K. Marks, Hassan Mansour, Suhas Lohit	Unrolled iPPG: Video Heart Rate Estimation via Unrolling Proximal Gradient Descent.	ICIP	2023	DBLP DOI BibTeX RDF
19	Yinghao Zhang, Xiaodi Li, Weihang Li, Yue Hu	Deep Unrolling Shrinkage Network for Dynamic MR Imaging.	ICIP	2023	DBLP DOI BibTeX RDF
19	Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan	Deep Unrolling for Nonconvex Robust Principal Component Analysis.	MLSP	2023	DBLP DOI BibTeX RDF
19	Chong Wang, Rongkai Zhang 0001, Gabriel Maliakal, Saiprasad Ravishankar, Bihan Wen	Deep Reinforcement Learning Based Unrolling Network for MRI Reconstruction.	ISBI	2023	DBLP DOI BibTeX RDF
19	Zhaoyue Wu, Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Plaza	Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection.	WHISPERS	2023	DBLP DOI BibTeX RDF
19	Hayate Kojima, Hikari Noguchi, Koki Yamada, Yuichi Tanaka 0001	Restoration of Time-Varying Graph Signals using Deep Algorithm Unrolling.	ICASSP	2023	DBLP DOI BibTeX RDF
19	Hui Li, Jinghan Jia, Shijun Liang, Yuguang Yao, Saiprasad Ravishankar, Sijia Liu 0001	SMUG: Towards Robust Mri Reconstruction by Smoothed Unrolling.	ICASSP	2023	DBLP DOI BibTeX RDF
19	Xin Cao, Mengfei Du, Yi Chen, Gege Zhang, Jun Zhang, Weitong Li, Kang Li, Fengjun Zhao	FISTA-NET: Deep Algorithm Unrolling for Cerenkov luminescence tomography.	EMBC	2023	DBLP DOI BibTeX RDF
19	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
19	Siya Chen, Chee-Wei Tan 0001	Neural Sum Rate Maximization with Deep Unrolling.	GLOBECOM	2023	DBLP DOI BibTeX RDF
19	Tingting Wang, Yongxu Ye, Faming Fang, Guixu Zhang, Ming Xu 0010	Deep Algorithm Unrolling with Registration Embedding for Pansharpening.	ACM Multimedia	2023	DBLP DOI BibTeX RDF
19	Alexandros Gkillas, Christos Anagnostopoulos, Aris S. Lalos	Deep Federated Unrolling for Boosting Low-Resolution Lidar-Based SLAM Solutions.	MMSP	2023	DBLP DOI BibTeX RDF
19	Qichang He, Lingyu Liang, Wocheng Xiao, Mingju Liang	Adaptive Low-Light Image Enhancement Optimization Framework with Algorithm Unrolling.	PRCV (11)	2023	DBLP DOI BibTeX RDF
19	Jianyi Yang, Shaolei Ren	Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints.	AAAI	2023	DBLP DOI BibTeX RDF
19	Lukas Schynol, Marius Pesavento	Deep Unrolling for Anomaly Detection in Network Flows.	CAMSAP	2023	DBLP DOI BibTeX RDF
19	Bin Zhao, Magnus O. Ulfarsson, Jakob Sigurdsson	Hyperspectral Image Denoising Using Low-Rank and Sparse Model Based Deep Unrolling.	IGARSS	2023	DBLP DOI BibTeX RDF
19	Alexander Lin, Bahareh Tolooshams, Yves F. Atchadé, Demba E. Ba	Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models.	ICML	2023	DBLP BibTeX RDF
19	Ruxin Zheng, Hongshan Liu, Shunqiao Sun, Jian Li	Deep Learning Based Computationally Efficient Unrolling IAA for Direction-of-Arrival Estimation.	EUSIPCO	2023	DBLP DOI BibTeX RDF
19	Mohammad Sabbaqi, Elvin Isufi	Graph-Time Trend Filtering and Unrolling Network.	EUSIPCO	2023	DBLP DOI BibTeX RDF
19	Binjie Qin, Haohao Mao, Yiming Liu, Jun Zhao 0010, Yisong Lv, Yueqi Zhu, Song Ding, Xu Chen	Robust PCA Unrolling Network for Super-Resolution Vessel Extraction in X-Ray Coronary Angiography.	IEEE Trans. Medical Imaging	2022	DBLP DOI BibTeX RDF
19	Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou 0006	Algorithm Unrolling for Massive Access via Deep Neural Networks With Theoretical Guarantee.	IEEE Trans. Wirel. Commun.	2022	DBLP DOI BibTeX RDF
19	Shiwen He, Shaowen Xiong, Zhenyu An, Wei Zhang, Yongming Huang, Yaoxue Zhang	An Unsupervised Deep Unrolling Framework for Constrained Optimization Problems in Wireless Networks.	IEEE Trans. Wirel. Commun.	2022	DBLP DOI BibTeX RDF
19	Guillaume Le Guludec, Christine Guillemot	Deep Unrolling for Light Field Compressed Acquisition Using Coded Masks.	IEEE Access	2022	DBLP DOI BibTeX RDF
19	Botao An, Shibin Wang, Zhibin Zhao, Fuhua Qin, Ruqiang Yan 0001, Xuefeng Chen 0002	Interpretable Neural Network via Algorithm Unrolling for Mechanical Fault Diagnosis.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
19	Yu Liu 0023, Hao Zhao, Rencheng Song, Xudong Chen 0001, Chang Li 0001, Xun Chen 0001	SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
19	Jakeoung Koo, Abderrahim Halimi, Stephen McLaughlin 0001	A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems.	IEEE J. Sel. Top. Signal Process.	2022	DBLP DOI BibTeX RDF
19	Jing-Yu Yang 0002, Xiangjun Yin, Mengxi Zhang, Huihui Yue, Xingyu Cui, Huanjing Yue	Learning Image Formation and Regularization in Unrolling AMP for Lensless Image Reconstruction.	IEEE Trans. Computational Imaging	2022	DBLP DOI BibTeX RDF
19	Canberk Ekmekci, Müjdat Çetin	Uncertainty Quantification for Deep Unrolling-Based Computational Imaging.	IEEE Trans. Computational Imaging	2022	DBLP DOI BibTeX RDF
19	Yash Sanghvi, Abhiram Gnanasambandam, Stanley H. Chan	Photon Limited Non-Blind Deblurring Using Algorithm Unrolling.	IEEE Trans. Computational Imaging	2022	DBLP DOI BibTeX RDF
19	Zixiang Zhao, Shuang Xu, Jiangshe Zhang 0001, Chengyang Liang, Chunxia Zhang 0002, Junmin Liu	Efficient and Model-Based Infrared and Visible Image Fusion via Algorithm Unrolling.	IEEE Trans. Circuits Syst. Video Technol.	2022	DBLP DOI BibTeX RDF
19	Yixiao Yang, Ran Tao 0003, Kaixuan Wei, Ying Fu 0001	Dynamic proximal unrolling network for compressive imaging.	Neurocomputing	2022	DBLP DOI BibTeX RDF
19	Abdolraheem Khader, Jingxiang Yang, Liang Xiao 0001	NMF-DuNet: Nonnegative Matrix Factorization Inspired Deep Unrolling Networks for Hyperspectral and Multispectral Image Fusion.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2022	DBLP DOI BibTeX RDF
19	Roman Jacome, Jorge Bacca, Henry Arguello	D2UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion.	CoRR	2022	DBLP DOI BibTeX RDF
19	Xinyi Liu, Qi Xie, Qian Zhao 0002, Hong Wang 0021, Deyu Meng	Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment.	CoRR	2022	DBLP BibTeX RDF
19	Christoph Brauer, Niklas Breustedt, Timo de Wolff, Dirk A. Lorenz	Learning Variational Models with Unrolling and Bilevel Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
19	Shiwen He, Shaowen Xiong, Zhenyu An, Wei Zhang, Yongming Huang, Yaoxue Zhang	An Unsupervised Deep Unrolling Framework for Constrained Optimization Problems in Wireless Networks.	CoRR	2022	DBLP BibTeX RDF
19	Jianyi Yang, Shaolei Ren	Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints.	CoRR	2022	DBLP DOI BibTeX RDF
19	Xin Lin, Changxing Ding, Jing Zhang 0037, Yibing Zhan, Dacheng Tao	RU-Net: Regularized Unrolling Network for Scene Graph Generation.	CoRR	2022	DBLP DOI BibTeX RDF
19	Siva Shanmugam, Sheetal Kalyani	Unrolling SVT to obtain computationally efficient SVT for n-qubit quantum state tomography.	CoRR	2022	DBLP DOI BibTeX RDF
19	Francisco J. Soulignac, Pablo Terlisky	Loop unrolling of UCA models: distance labeling.	CoRR	2022	DBLP BibTeX RDF
19	Binjie Qin, Haohao Mao, Yiming Liu, Jun Zhao 0010, Yisong Lv, Yueqi Zhu, Song Ding, Xu Chen	Robust PCA Unrolling Network for Super-resolution Vessel Extraction in X-ray Coronary Angiography.	CoRR	2022	DBLP DOI BibTeX RDF
19	Zepeng Zhang, Ziping Zhao 0002	Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective.	CoRR	2022	DBLP DOI BibTeX RDF
19	Junqi Tang	Operator Sketching for Deep Unrolling Networks.	CoRR	2022	DBLP DOI BibTeX RDF
19	Canberk Ekmekci, Müjdat Çetin	Uncertainty Quantification for Deep Unrolling-Based Computational Imaging.	CoRR	2022	DBLP DOI BibTeX RDF
19	Jakeoung Koo, Abderrahim Halimi, Steve McLaughlin 0001	A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems.	CoRR	2022	DBLP BibTeX RDF
19	Yinghao Zhang, Yue Hu	T2LR-Net: An Unrolling Reconstruction Network Learning Transformed Tensor Low-Rank prior for Dynamic MR Imaging.	CoRR	2022	DBLP DOI BibTeX RDF
19	Eyal Naor, Itai Antebi, Shai Bagon, Michal Irani	Combining Internal and External Constraints for Unrolling Shutter in Videos.	CoRR	2022	DBLP DOI BibTeX RDF
19	Junqi Tang, Subhadip Mukherjee, Carola-Bibiane Schönlieb	Accelerating Deep Unrolling Networks via Dimensionality Reduction.	CoRR	2022	DBLP DOI BibTeX RDF
19	Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka 0001, Stanley H. Chan, Yonina C. Eldar	Graph Signal Restoration Using Nested Deep Algorithm Unrolling.	IEEE Trans. Signal Process.	2022	DBLP DOI BibTeX RDF
19	Gouki Okada, Makoto Nakashizuka	Deep Unrolling of Diffusion Process with Morphological Laplacian and its Implementation with SIMD Instructions.	ICIP	2022	DBLP DOI BibTeX RDF
19	Rino Yoshida, Kazuya Kodama, Huy Vu, Gene Cheung, Takayuki Hamamoto	Unrolling Graph Total Variation for Light Field Image Denoising.	ICIP	2022	DBLP DOI BibTeX RDF
19	Dongdong Chen 0004, Mike E. Davies 0001, Mohammad Golbabaee	Deep Unrolling for Magnetic Resonance Fingerprinting.	ISBI	2022	DBLP DOI BibTeX RDF
19	Greig Richmond, Arlene A. Cole-Rhodes	Non-Uniform Blind Image Deblurring Using an Algorithm Unrolling Neural Network.	IVMSP	2022	DBLP DOI BibTeX RDF
19	Masatoshi Nagahama, Yuichi Tanaka 0001	Multimodal Graph Signal Denoising Via Twofold Graph Smoothness Regularization with Deep Algorithm Unrolling.	ICASSP	2022	DBLP DOI BibTeX RDF
19	Fernando Gama, Nicolas Zilberstein, Richard G. Baraniuk, Santiago Segarra	Unrolling Particles: Unsupervised Learning of Sampling Distributions.	ICASSP	2022	DBLP DOI BibTeX RDF
19	Yash Sanghvi, Abhiram Gnanasambandan, Stanley H. Chan	Photon-Limited Deblurring Using Algorithm Unrolling.	ICASSP	2022	DBLP DOI BibTeX RDF
19	Altug Bakan, Isin Erer	Unrolling Alternating Direction Method of Multipliers for Visible and Infrared Image Fusion.	IPAS	2022	DBLP DOI BibTeX RDF
19	Peilan Wang, Jun Fang 0001, Zhuoran Wu, Hongbin Li 0001	Two-Timescale Beamforming for IRS-Assisted Millimeter Wave Systems: A Deep Unrolling-Based Stochastic Optimization Approach.	SAM	2022	DBLP DOI BibTeX RDF
19	Qiunv Yan, Li Liu, Lanyin Mei	Learning Unrolling-Based Neural Network for Magnetic Resonance Imaging Reconstruction.	ICIAP (1)	2022	DBLP DOI BibTeX RDF
19	Anvith Thudi, Gabriel Deza, Varun Chandrasekaran, Nicolas Papernot	Unrolling SGD: Understanding Factors Influencing Machine Unlearning.	EuroS&P	2022	DBLP DOI BibTeX RDF
19	Xin Lin, Changxing Ding, Jing Zhang 0037, Yibing Zhan, Dacheng Tao	RU-Net: Regularized Unrolling Network for Scene Graph Generation.	CVPR	2022	DBLP DOI BibTeX RDF
19	Damien Scieur, Gauthier Gidel, Quentin Bertrand, Fabian Pedregosa	The Curse of Unrolling: Rate of Differentiating Through Optimization.	NeurIPS	2022	DBLP BibTeX RDF
19	Eyal Naor, Itai Antebi, Shai Bagon, Michal Irani	Combining Internal and External Constraints for Unrolling Shutter in Videos.	ECCV (17)	2022	DBLP DOI BibTeX RDF
19	Mohammad Fahes, Christophe Kervazo, Jérôme Bobin, Florence Tupin	Unrolling PALM for Sparse Semi-Blind Source Separation.	ICLR	2022	DBLP BibTeX RDF
19	Silvia Bonettini, Giorgia Franchini, Danilo Pezzi, Marco Prato	Learning the Image Prior by Unrolling an Optimization Method.	EUSIPCO	2022	DBLP BibTeX RDF
19	Vedran Mihal, Bastian Seifert, Markus Püschel	Porting Signal Processing from Undirected to Directed Graphs: Case Study Signal Denoising with Unrolling Networks.	EUSIPCO	2022	DBLP BibTeX RDF
19	Jakeoung Koo, Abderrahim Halimi, Aurora Maccarone, Gerald S. Buller, Stephen McLaughlin 0001	A Bayesian Based Unrolling Approach to Single-Photon Lidar Imaging through Obscurants.	EUSIPCO	2022	DBLP BibTeX RDF
19	Jung-Jae Yu, Jong-Gook Ko, Junmo Kim 0002	Cocktail Glass Network: Fast Depth Estimation Using Channel to Space Unrolling.	IEEE Access	2021	DBLP DOI BibTeX RDF
19	Jewook Lee, Hoseong Kim, Hyeran Byun	Sequence feature generation with temporal unrolling network for zero-shot action recognition.	Neurocomputing	2021	DBLP DOI BibTeX RDF
19	Yuelong Li, Or Bar-Shira, Vishal Monga, Yonina C. Eldar	Deep Algorithm Unrolling for Biomedical Imaging.	CoRR	2021	DBLP BibTeX RDF
19	Yandong Shi, Hayoung Choi, Yuanming Shi, Yong Zhou 0006	Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee.	CoRR	2021	DBLP BibTeX RDF
19	Junqi Tang	Stochastic Primal-Dual Deep Unrolling Networks for Imaging Inverse Problems.	CoRR	2021	DBLP BibTeX RDF
19	Siva Shanmugam, Sheetal Kalyani	Deep learned SVT: Unrolling singular value thresholding to obtain better MSE.	CoRR	2021	DBLP BibTeX RDF
19	An Liu 0001, Rui Yang, Tony Q. S. Quek, Min-Jian Zhao 0001	Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling.	CoRR	2021	DBLP BibTeX RDF
19	Nada Osman, Guglielmo Camporese, Pasquale Coscia, Lamberto Ballan	SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos.	CoRR	2021	DBLP BibTeX RDF
19	Mohammad Fahes, Christophe Kervazo, Jérôme Bobin, Florence Tupin	unrolling palm for sparse semi-blind source separation.	CoRR	2021	DBLP BibTeX RDF
19	Yixiao Yang, Ran Tao 0003, Kaixuan Wei, Ying Fu 0001	Dynamic Proximal Unrolling Network for Compressive Sensing Imaging.	CoRR	2021	DBLP BibTeX RDF
19	Anvith Thudi, Gabriel Deza, Varun Chandrasekaran, Nicolas Papernot	Unrolling SGD: Understanding Factors Influencing Machine Unlearning.	CoRR	2021	DBLP BibTeX RDF
19	Fernando Gama, Nicolas Zilberstein, Richard G. Baraniuk, Santiago Segarra	Unrolling Particles: Unsupervised Learning of Sampling Distributions.	CoRR	2021	DBLP BibTeX RDF
19	Wei Pu, Chao Zhou, Yonina C. Eldar, Miguel R. D. Rodrigues	Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover.	CoRR	2021	DBLP BibTeX RDF
19	Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka 0001, Stanley H. Chan, Yonina C. Eldar	Graph Signal Restoration Using Nested Deep Algorithm Unrolling.	CoRR	2021	DBLP BibTeX RDF
19	Antonino Furnari, Giovanni Maria Farinella	Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video.	IEEE Trans. Pattern Anal. Mach. Intell.	2021	DBLP DOI BibTeX RDF
19	An Liu 0001, Rui Yang, Tony Q. S. Quek, Min-Jian Zhao 0001	Two-Stage Stochastic Optimization Via Primal-Dual Decomposition and Deep Unrolling.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
19	Siheng Chen, Yonina C. Eldar, Lingxiao Zhao	Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
19	Vishal Monga, Yuelong Li, Yonina C. Eldar	Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing.	IEEE Signal Process. Mag.	2021	DBLP DOI BibTeX RDF