Vishal Monga

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Deep, convergent, unrolled half-quadratic splitting for image deconvolution	2024	Yanan Zhao Yuelong Li Haichuan Zhang Vishal Monga Yonina C. Eldar
+ PDF Chat	Deep, convergent, unrolled half-quadratic splitting for image deconvolution	2024	Yanan Zhao Yuelong Li Haichuan Zhang Vishal Monga Yonina C. Eldar
+ PDF Chat	Deep Algorithm Unrolling for Biomedical Imaging	2023	Yuelong Li Or Bar-Shira Vishal Monga Yonina C. Eldar
+	Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment	2023	Amirsaeed Yazdani Xuelu Li Vishal Monga
+ PDF Chat	GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction	2022	Kareem Metwaly Aerin Kim Elliot Branson Vishal Monga
+	Iterative, Deep Synthetic Aperture Sonar Image Segmentation	2022	Yung-Chen Sun Isaac D. Gerg Vishal Monga
+	GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction	2022	Kareem Metwaly Aerin Kim Elliot Branson Vishal Monga
+	Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning	2022	Yu Li Kareem Metwaly James Z. Wang Vishal Monga
+	CAR - Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles.	2021	Kareem Metwaly Aerin Kim Elliot Branson Vishal Monga
+ PDF Chat	Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation	2021	Yung-Chen Sun Isaac D. Gerg Vishal Monga
+ PDF Chat	Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus	2021	Isaac D. Gerg Vishal Monga
+ PDF Chat	Physically Inspired Dense Fusion Networks for Relighting	2021	Amirsaeed Yazdani Tiantong Guo Vishal Monga
+	Simultaneous Denoising and Localization Network for Photoacoustic Target Localization	2021	Amirsaeed Yazdani Sumit Agrawal Kerrick Johnstonbaugh Sri‐Rajasekhar Kothapalli Vishal Monga
+	Simultaneous Denoising and Localization Network for Photoacoustic Target Localization	2021	Amirsaeed Yazdani Sumit Agrawal Kerrick Johnstonbaugh Sri‐Rajasekhar Kothapalli Vishal Monga
+	Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks	2021	Amirsaeed Yazdani Yung-Chen Sun Nicholas B. Stephens Timothy M. Ryan Vishal Monga
+	Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus	2021	Isaac D. Gerg Vishal Monga
+ PDF Chat	Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing	2021	Vishal Monga Yuelong Li Yonina C. Eldar
+ PDF Chat	Structural Prior Driven Regularized Deep Learning for Sonar Image Classification	2021	Isaac D. Gerg Vishal Monga
+	CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles	2021	Kareem Metwaly Aerin Kim Elliot Branson Vishal Monga
+	Physically Inspired Dense Fusion Networks for Relighting	2021	Amirsaeed Yazdani Tiantong Guo Vishal Monga
+	Simultaneous Denoising and Localization Network for Photoacoustic Target Localization	2021	Amirsaeed Yazdani Sumit K. Agrawal Kerrick Johnstonbaugh Sri‐Rajasekhar Kothapalli Vishal Monga
+	Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks	2021	Amirsaeed Yazdani Yung-Chen Sun Nicholas B. Stephens Timothy P. Ryan Vishal Monga
+	Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus	2021	Isaac D. Gerg Vishal Monga
+	Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation	2021	Yung-Chen Sun Isaac D. Gerg Vishal Monga
+ PDF Chat	Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks	2020	Amirsaeed Yazdani Yung-Chen Sun Nicholas B. Stephens Timothy M. Ryan Vishal Monga
+	Deep Autofocus for Synthetic Aperture Sonar.	2020	Isaac D. Gerg Vishal Monga
+ PDF Chat	NTIRE 2020 Challenge on NonHomogeneous Dehazing	2020	Codruta O. Ancuti Cosmin Ancuţi Florin-Alexandru Vasluianu Radu Timofte Jing Liu Haiyan Wu Yuan Xie Yanyun Qu Lizhuang Ma Ziling Huang
+	NTIRE 2020 Challenge on NonHomogeneous Dehazing.	2020	Codruta O. Ancuti Cosmin Ancuţi Florin-Alexandru Vasluianu Radu Timofte Jing Liu Haiyan Wu Yuan Xie Yanyun Qu Lizhuang Ma Ziling Huang
+	Group based deep shared feature learning for fine-grained image classification	2020	Xuelu Li Vishal Monga
+	Group Based Deep Shared Feature Learning for Fine-grained Image Classification	2020	Xuelu Li Vishal Monga
+	Structural Prior Driven Regularized Deep Learning for Sonar Image Classification	2020	Isaac D. Gerg Vishal Monga
+	NTIRE 2020 Challenge on NonHomogeneous Dehazing	2020	Codruta O. Ancuti Cosmin Ancuţi Florin-Alexandru Vasluianu Radu Timofte Jing Liu Haiyan Wu Yuan Xie Yanyun Qu Lizhuang Ma Ziling Huang
+	Deep Autofocus for Synthetic Aperture Sonar	2020	Isaac D. Gerg Vishal Monga
+	Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing	2019	Vishal Monga Yuelong Li Yonina C. Eldar
+	Thresholded Non-Uniform Fourier Frame-Based Reconstruction for Stripmap SAR.	2019	John McKay Anne Gelb Suren Jayasuriya Vishal Monga
+ PDF Chat	Deep Retinal Image Segmentation With Regularization Under Geometric Priors	2019	Venkateswararao Cherukuri Vijay Kumar B.G. Raja Bala Vishal Monga
+	Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors	2019	Venkateswararao Cherukuri Tiantong Guo Steven J. Schiff Vishal Monga
+	Transmit MIMO Radar Beampattern Design via Optimization on the Complex Circle Manifold	2019	Khaled Alhujaili Vishal Monga Muralidhar Rangaswamy
+	Adaptive Transform Domain Image Super-Resolution via Orthogonally Regularized Deep Networks	2019	Tiantong Guo Hojjat Seyed Mousavi Vishal Monga
+	Robust Alignment for Panoramic Stitching Via an Exact Rank Constraint	2019	Yuelong Li Mohammad Tofighi Vishal Monga
+ PDF Chat	An Algorithm Unrolling Approach to Deep Image Deblurring	2019	Yuelong Li Mohammad Tofighi Vishal Monga Yonina C. Eldar
+	Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection	2019	Mohammad Tofighi Tiantong Guo Jairam Vanamala Vishal Monga
+	Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection	2019	Mohammad Tofighi Tiantong Guo Jairam Vanamala Vishal Monga
+	An Algorithm Unrolling Approach to Deep Image Deblurring	2019	Yuelong Li Mohammad Tofighi Vishal Monga Yonina C. Eldar
+	Deep Algorithm Unrolling for Blind Image Deblurring	2019	Yuelong Li Mohammad Tofighi Junyi Geng Vishal Monga Yonina C. Eldar
+	Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing	2019	Vishal Monga Yuelong Li Yonina C. Eldar
+	Thresholded Non-Uniform Fourier Frame-Based Reconstruction for Stripmap SAR	2019	John McKay Anne Gelb Suren Jayasuriya Vishal Monga
+	Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection	2019	Mohammad Tofighi Tiantong Guo Jairam Vanamala Vishal Monga
+ PDF Chat	Classifying Multichannel UWB SAR Imagery via Tensor Sparsity Learning Techniques	2018	Tiep H. Vu Lam Nguyen Vishal Monga
+	Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning Techniques	2018	Tiep H. Vu Lam Nguyen Vishal Monga
+	Deep MR Image Super-Resolution Using Structural Priors	2018	Venkateswararao Cherukuri Tiantong Guo Steven J. Schiff Vishal Monga
+ PDF Chat	Deep Networks with Shape Priors for Nucleus Detection	2018	Mohammad Tofighi Tiantong Guo Jairam Vanamala Vishal Monga
+ PDF Chat	Deep Mr Image Super-Resolution Using Structural Priors	2018	Venkateswararao Cherukuri Tiantong Guo Steven J. Schiff Vishal Monga
+ PDF Chat	Spatio-Spectral Radar Beampattern Design for Coexistence With Wireless Communication Systems	2018	Bosung Kang Omar Aldayel Vishal Monga Muralidhar Rangaswamy
+ PDF Chat	Bridging The GAP: Simultaneous Fine Tuning for Data Re-Balancing	2018	John McKay Isaac D. Gerg Vishal Monga
+ PDF Chat	Collaborative Sparse Priors for Infrared Image Multi-View ATR	2018	Xuelu Li Vishal Monga
+	Deep Networks with Shape Priors for Nucleus Detection	2018	Mohammad Tofighi Tiantong Guo Jairam Vanamala Vishal Monga
+ PDF Chat	Orthogonally Regularized Deep Networks for Image Super-Resolution	2018	Tiantong Guo Hojjat Seyed Mousavi Vishal Monga
+ PDF Chat	Deep network for simultaneous decomposition and classification in UWB-SAR imagery	2018	Tiep H. Vu Lam Nguyen Tiantong Guo Vishal Monga
+ PDF Chat	Deep Image Super Resolution via Natural Image Priors	2018	Hojjat Seyed Mousavi Tiantong Guo Vishal Monga
+ PDF Chat	Analysis-synthesis model learning with shared features: A new framework for histopathological image classification	2018	Xuelu Li Vishal Monga U. K. Arvind Rao
+	Deep Image Super Resolution via Natural Image Priors	2018	Hojjat Seyed Mousavi Tiantong Guo Vishal Monga
+	Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery	2018	Tiep H. Vu Lam Nguyen Tiantong Guo Vishal Monga
+	Bridging the Gap: Simultaneous Fine Tuning for Data Re-Balancing	2018	John McKay Isaac D. Gerg Vishal Monga
+	Collaborative Sparse Priors for Infrared Image Multi-view ATR	2018	Xuelu Li Vishal Monga
+	Spatio-Spectral Radar Beampattern Design for Co-existence with Wireless Communication Systems	2018	Bosung Kang Omar Aldayel Vishal Monga Muralidhar Rangaswamy
+	Orthogonally Regularized Deep Networks For Image Super-resolution	2018	Tiantong Guo Hojjat Seyed Mousavi Vishal Monga
+	Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning Techniques	2018	Tiep H. Vu Lam Nguyen Vishal Monga
+	Deep MR Image Super-Resolution Using Structural Priors	2018	Venkateswararao Cherukuri Tiantong Guo Steven J. Schiff Vishal Monga
+	Deep Image Super Resolution via Natural Image Priors	2018	Hojjat Seyed Mousavi Tiantong Guo Vishal Monga
+	Deep Networks with Shape Priors for Nucleus Detection	2018	Mohammad Tofighi Tiantong Guo Jairam Vanamala Vishal Monga
+	Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery	2018	Tiep H. Vu Lam Nguyen Tiantong Guo Vishal Monga
+	Bridging the Gap: Simultaneous Fine Tuning for Data Re-Balancing	2018	John McKay Isaac D. Gerg Vishal Monga
+	Learning Based Segmentation of CT Brain Images: Application to Post-Operative Hydrocephalic Scans	2017	Venkateswararao Cherukuri Peter Ssenyonga Benjamin C. Warf Abhaya V. Kulkarni Vishal Monga Steven J. Schiff
+	Blind Image Deblurring Using Row–Column Sparse Representations	2017	Mohammad Tofighi Yuelong Li Vishal Monga
+	Handbook of Convex Optimization Methods in Imaging Science	2017	Vishal Monga
+ PDF Chat	Fast stochastic hierarchical Bayesian map for tomographic imaging	2017	John McKay Raghu G. Raj Vishal Monga
+	Fast Low-Rank Shared Dictionary Learning for Image Classification	2017	Tiep H. Vu Vishal Monga
+	Fast Stochastic Hierarchical Bayesian MAP for Tomographic Imaging	2017	John McKay Raghu G. Raj Vishal Monga
+ PDF Chat	Robust Sonar ATR Through Bayesian Pose-Corrected Sparse Classification	2017	John McKay Vishal Monga Raghu G. Raj
+	Sparsity-Based Color Image Super Resolution via Exploiting Cross Channel Constraints	2017	Hojjat Seyed Mousavi Vishal Monga
+ PDF Chat	Adaptive matching pursuit for sparse signal recovery	2017	Tiep H. Vu Hojjat Seyed Mousavi Vishal Monga
+	Sparsity constrained estimation via spike and slab priors	2017	Vishal Monga
+	What's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR	2017	John McKay Isaac D. Gerg Vishal Monga Raghu G. Raj
+	Analysis-synthesis model learning with shared features: a new framework for histopathological image classification	2017	Xuelu Li Vishal Monga U. K. Arvind Rao
+	Fast Stochastic Hierarchical Bayesian MAP for Tomographic Imaging	2017	John McKay Raghu G. Raj Vishal Monga
+	Learning Based Segmentation of CT Brain Images: Application to Post-Operative Hydrocephalic Scans	2017	Venkateswararao Cherukuri Peter Ssenyonga Benjamin C. Warf Abhaya V. Kulkarni Vishal Monga Steven J. Schiff
+	Using Frame Theoretic Convolutional Gridding for Robust Synthetic Aperture Sonar Imaging	2017	John McKay Anne Gelb Vishal Monga Raghu G. Raj
+ PDF Chat	A Maximum <italic>a Posteriori</italic> Estimation Framework for Robust High Dynamic Range Video Synthesis	2016	Yuelong Li Chul Lee Vishal Monga
+	Adaptive matching pursuit for sparse signal recovery	2016	Tiep H. Vu Hojjat Seyed Mousavi Vishal Monga
+ PDF Chat	Learning a low-rank shared dictionary for object classification	2016	Tiep H. Vu Vishal Monga
+ PDF Chat	Localized dictionary design for geometrically robust sonar ATR	2016	John McKay Vishal Monga Raghu G. Raj
+	Learning a low-rank shared dictionary for object classification	2016	Tiep H. Vu Vishal Monga
+	Localized Dictionary design for Geometrically Robust Sonar ATR	2016	John McKay Vishal Monga Raghu G. Raj
+	Discriminative Sparsity for Sonar ATR	2016	John McKay Raghu G. Raj Vishal Monga Jason Isaacs
+	Robust Covariance Estimation under Imperfect Constraints using an Expected Likelihood Approach	2016	Bosung Kang Vishal Monga Muralidhar Rangaswamy Yuri I. Abramovich
+	Localized Dictionary design for Geometrically Robust Sonar ATR	2016	John McKay Vishal Monga Raghu G. Raj
+	Discriminative Sparsity for Sonar ATR	2016	John McKay Raghu G. Raj Vishal Monga Jason Isaacs
+	Adaptive matching pursuit for sparse signal recovery	2016	Tiep H. Vu Hojjat Seyed Mousavi Vishal Monga
+	Learning a low-rank shared dictionary for object classification	2016	Tiep H. Vu Vishal Monga
+ PDF Chat	Histopathological Image Classification Using Discriminative Feature-Oriented Dictionary Learning	2015	Tiep H. Vu Hojjat Seyed Mousavi Vishal Monga Ganesh Rao U. K. Arvind Rao
+ PDF Chat	Discriminative sparsity for Sonar ATR	2015	John McKay Raghu G. Raj Vishal Monga Jason Isaacs
+	Iterative Convex Refinement for Sparse Recovery	2015	Hojjat Seyed Mousavi Vishal Monga Trac D. Tran
+ PDF Chat	Twofold Video Hashing With Automatic Synchronization	2015	Mu Li Vishal Monga
+ PDF Chat	DFDL: Discriminative feature-oriented dictionary learning for histopathological image classification	2015	Tiep H. Vu Hojjat Seyed Mousavi Vishal Monga U. K. Arvind Rao Ganesh Rao
+	ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors.	2015	Hojjat Seyed Mousavi Vishal Monga Trac D. Tran
+	Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors	2015	Hojjat Seyed Mousavi Umamahesh Srinivas Vishal Monga Yuanming Suo Minh N. Dao Trac D. Tran
+	Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning	2015	Tiep H. Vu Hojjat Seyed Mousavi Vishal Monga Arvind Rao Ganesh Rao
+	Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors	2015	Hojjat Seyed Mousavi Umamahesh Srinivas Vishal Monga Yuanming Suo Minh Quang Dao Trac D. Tran
+ PDF Chat	Multi-task image classification via collaborative, hierarchical spike-and-slab priors	2014	Hojjat Seyed Mousavi Umamahesh Srinivas Vishal Monga Yuanming Suo Minh N. Dao Trac D. Tran
+ PDF Chat	Twofold video hashing with automatic synchronization	2014	Mu Li Vishal Monga
+	Twofold Video Hashing with Automatic Synchronization	2014	Mu Li Vishal Monga
+	Structured Dictionary Learning for Classification	2014	Yuanming Suo Minh N. Dao Umamahesh Srinivas Vishal Monga Trac D. Tran
+	Scalable robust hypothesis tests using graphical models	2011	Divyanshu Vats Vishal Monga Umamahesh Srinivas José M. F. Moura
+	Discriminative Local Sparse Representations for Robust Face Recognition	2011	Yi Chen Umamahesh Srinivas T. Thong Vishal Monga Trac D. Tran
+	Reliable Communications with Asymmetric Codebooks: An Information Theoretic Analysis of Robust Signal Hashing	2008	Yücel Altuğ M. Kıvanç Mıhçak Onur Özyeşil Vishal Monga

Common Coauthors

Coauthor	Papers Together
Tiantong Guo	24
Hojjat Seyed Mousavi	18
Tiep H. Vu	16
Isaac D. Gerg	14
Raghu G. Raj	12
Yuelong Li	12
John McKay	11
Mohammad Tofighi	11
Venkateswararao Cherukuri	10
Xuelu Li	9
Amirsaeed Yazdani	9
Yonina C. Eldar	9
Kareem Metwaly	8
Trac D. Tran	7
Umamahesh Srinivas	6
Lam Nguyen	6
John McKay	6
Yung-Chen Sun	6
Steven J. Schiff	6
Yuanming Suo	4
Elliot Branson	4
Jairam Vanamala	4
U. K. Arvind Rao	4
Muralidhar Rangaswamy	4
Aerin Kim	4
Minh N. Dao	3
Lizhuang Ma	3
Munchurl Kim	3
Vincent Whannou de Dravo	3
Yu-Bang Chang	3
Zhe Yu	3
Pei-Yuan Wu	3
Aryan Mehra	3
Anne Gelb	3
Tsung-Shan Yang	3
Sri‐Rajasekhar Kothapalli	3
Florin-Alexandru Vasluianu	3
Dennis Estrada	3
Bing Ouyang	3
Bosung Kang	3
Yanyun Qu	3
Qili Deng	3
Chung-En Sun	3
Radu Timofte	3
Jeonghyeok Do	3
Kerrick Johnstonbaugh	3
Zhan-Han Wang	3
Po-Min Hsu	3
Ganesh Rao	3
Tsung-Nan Lin	3

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	19
+ PDF Chat	DFDL: Discriminative feature-oriented dictionary learning for histopathological image classification	2015	Tiep H. Vu Hojjat Seyed Mousavi Vishal Monga U. K. Arvind Rao Ganesh Rao	14
+ PDF Chat	Histopathological Image Classification Using Discriminative Feature-Oriented Dictionary Learning	2015	Tiep H. Vu Hojjat Seyed Mousavi Vishal Monga Ganesh Rao U. K. Arvind Rao	13
+	Handbook of Convex Optimization Methods in Imaging Science	2017	Vishal Monga	12
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	10
+ PDF Chat	Multi-task image classification via collaborative, hierarchical spike-and-slab priors	2014	Hojjat Seyed Mousavi Umamahesh Srinivas Vishal Monga Yuanming Suo Minh N. Dao Trac D. Tran	8
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	8
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	7
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	7
+ PDF Chat	A majorization–minimization approach to variable selection using spike and slab priors	2011	Tso-Jung Yen	7
+ PDF Chat	C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework	2011	Pablo Sprechmann Ignacio Méndez Ramírez Guillermo Sapiro Yonina C. Eldar	7
+ PDF Chat	Accurate Image Super-Resolution Using Very Deep Convolutional Networks	2016	Jiwon Kim Jung Kwon Lee Kyoung Mu Lee	7
+ PDF Chat	Spike and slab variable selection: Frequentist and Bayesian strategies	2005	Hemant Ishwaran J. Sunil Rao	6
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James T. Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	6
+ PDF Chat	Deep Networks for Image Super-Resolution with Sparse Prior	2015	Zhaowen Wang Ding Liu Shuicheng Yan Wei Han Thomas S. Huang	6
+	Iterative Convex Refinement for Sparse Recovery	2015	Hojjat Seyed Mousavi Vishal Monga Trac D. Tran	6
+ PDF Chat	Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring	2017	Seungjun Nah Tae Hyun Kim Kyoung Mu Lee	6
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	5
+ PDF Chat	Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	5
+ PDF Chat	Image Super-Resolution Using Deep Convolutional Networks	2015	Chao Dong Chen Change Loy Kaiming He Xiaoou Tang	5
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	5
+ PDF Chat	Accelerating the Super-Resolution Convolutional Neural Network	2016	Chao Dong Chen Change Loy Xiaoou Tang	5
+ PDF Chat	Quality-Based Multimodal Classification Using Tree-Structured Sparsity	2014	Soheil Bahrampour Asok Ray Nasser M. Nasrabadi Kenneth W. Jenkins	5
+	Fast Low-Rank Shared Dictionary Learning for Image Classification	2017	Tiep H. Vu Vishal Monga	5
+ PDF Chat	Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization	2010	Benjamin Recht Maryam Fazel Pablo A. Parrilo	5
+ PDF Chat	DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks	2018	Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jiřı́ Matas	4
+ PDF Chat	The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	2018	Richard Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang	4
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	4
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	4
+ PDF Chat	A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed $\ell ^{0}$ Norm	2008	Hosein Mohimani Massoud Babaie‐Zadeh Christian Jutten	4
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	4
+	Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound	2019	Oren Solomon Regev Cohen Yi Zhang Yi Yang Qiong He Jianwen Luo Ruud J. G. van Sloun Yonina C. Eldar	4
+ PDF Chat	Scale-Recurrent Network for Deep Image Deblurring	2018	Xin Tao Hongyun Gao Xiaoyong Shen Jue Wang Jiaya Jia	4
+ PDF Chat	NTIRE 2020 Challenge on NonHomogeneous Dehazing	2020	Codruta O. Ancuti Cosmin Ancuţi Florin-Alexandru Vasluianu Radu Timofte Jing Liu Haiyan Wu Yuan Xie Yanyun Qu Lizhuang Ma Ziling Huang	4
+	ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors.	2015	Hojjat Seyed Mousavi Vishal Monga Trac D. Tran	4
+	Bayesian Variable Selection in Linear Regression	1988	Toby J. Mitchell John J. Beauchamp	4
+ PDF Chat	Learning a low-rank shared dictionary for object classification	2016	Tiep H. Vu Vishal Monga	4
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	3
+ PDF Chat	Enhanced Deep Residual Networks for Single Image Super-Resolution	2017	Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee	3
+	Least-square synthesis of radar ambiguity functions	1962	S. Sussman	3
+ PDF Chat	Enhancing Sparsity by Reweighted ℓ 1 Minimization	2008	Emmanuel J. Candès Michael B. Wakin Stephen Boyd	3
+ PDF Chat	An Algorithm Unrolling Approach to Deep Image Deblurring	2019	Yuelong Li Mohammad Tofighi Vishal Monga Yonina C. Eldar	3
+	Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection	2019	Mohammad Tofighi Tiantong Guo Jairam Vanamala Vishal Monga	3
+ PDF Chat	Deep Convolutional Neural Network for Inverse Problems in Imaging	2017	Kyong Hwan Jin Michael T. McCann Emmanuel Froustey Michaël Unser	3
+ PDF Chat	Deep Learning Face Attributes in the Wild	2015	Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang	3
+	Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation	2017	Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas Mattias P. Heinrich‬ Wenjia Bai José Caballero Stuart A. Cook Antonio de Marvao Timothy J. W. Dawes Declan P. O’Regan	3
+ PDF Chat	Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising	2017	Kai Zhang Wangmeng Zuo Yunjin Chen Deyu Meng Lei Zhang	3
+	CoSaMP: Iterative signal recovery from incomplete and inaccurate samples	2008	Deanna Needell Joel A. Tropp	3
+ PDF Chat	Seven Ways to Improve Example-Based Single Image Super Resolution	2016	Radu Timofte Rasmus Rothe Luc Van Gool	3
+ PDF Chat	A Neural Approach to Blind Motion Deblurring	2016	Ayan Chakrabarti	3