Shakarim Soltanayev

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All published works

Action	Title	Year	Authors
+ PDF Chat	NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results	2022	Ren Yang Radu Timofte Meisong Zheng Qunliang Xing Minglang Qiao Mai Xu Lai Jiang Huaida Liu Ying Chen Youcheng Ben
+	NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results	2022	Ren Yang Radu Timofte Meisong Zheng Qunliang Xing Minglang Qiao Mai Xu Lai Jiang Huaida Liu Ying Chen Youcheng Ben
+	Training and refining deep learning based denoisers without ground truth data	2019	Shakarim Soltanayev
+ PDF Chat	Training Deep Learning Based Image Denoisers From Undersampled Measurements Without Ground Truth and Without Image Prior	2019	Magauiya Zhussip Shakarim Soltanayev Se Young Chun
+	Theoretical analysis on Noise2Noise using Stein's Unbiased Risk Estimator for Gaussian denoising: Towards unsupervised training with clipped noisy images.	2019	Magauiya Zhussip Shakarim Soltanayev Se Young Chun
+	Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images	2019	Magauiya Zhussip Shakarim Soltanayev Se Young Chun
+	Training deep learning based image denoisers from undersampled measurements without ground truth and without image prior	2018	Magauiya Zhussip Shakarim Soltanayev Se Young Chun
+	Training Deep Learning based Denoisers without Ground Truth Data	2018	Shakarim Soltanayev Se Young Chun
+	Training Deep Learning Based Denoisers without Ground Truth Data	2018	Shakarim Soltanayev Se Young Chun
+	Training deep learning based image denoisers from undersampled measurements without ground truth and without image prior	2018	Magauiya Zhussip Shakarim Soltanayev Se Young Chun

Common Coauthors

Coauthor	Papers Together
Se Young Chun	7
Magauiya Zhussip	7
Xiaofang Zhou	2
Zhilu Zhang	2
Huilei Wu	2
Zhihuai Xie	2
Zhengyao Lv	2
Jiseok Yoon	2
Xingbei Guo	2
Yujiu Yang	2
Huaida Liu	2
Meisong Zheng	2
Kai Chen	2
Boyang Liang	2
Xin Liu	2
Junyi Li	2
Qian Wang	2
Qing Wang	2
Gang Yu	2
Xiaofeng Zhang	2
Youliang Yan	2
Jucai Lin	2
Wangmeng Zuo	2
Yujing Sun	2
Xintao Wang	2
Cheng Pei	2
Yuhao Huang	2
Lai Jiang	2
Dong Jiang	2
Mingcai Zhou	2
Renlong Wu	2
Mai Xu	2
Chen Fu	2
Wei Shang	2
Pablo Navarrete Michelini	2
Shengjie Chen	2
Shaoli Liu	2
Thuong Nguyen Canh	2
Chengjian Zheng	2
Kaidi Lu	2
Diankai Zhang	2
Si Gao	2
Pengxu Wei	2
Dmitry Vyal	2
Sergey Chervontsev	2
Yunhua Lu	2
Sunder Ali Khowaja	2
Dongwei Ren	2
Radu Timofte	2
Minglang Qiao	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+ 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	4
+ PDF Chat	Stein Unbiased GrAdient estimator of the Risk (SUGAR) for Multiple Parameter Selection	2014	Charles‐Alban Deledalle Samuel Vaiter Jalal Fadili Gabriel Peyré	4
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	Training Deep Learning Based Denoisers without Ground Truth Data	2018	Shakarim Soltanayev Se Young Chun	3
+ PDF Chat	Generalized SURE for Exponential Families: Applications to Regularization	2008	Yonina C. Eldar	2
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	2
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	2
+ PDF Chat	YOLO9000: Better, Faster, Stronger	2017	Joseph Redmon Ali Farhadi	2
+ PDF Chat	Nonlocal Means With Dimensionality Reduction and SURE-Based Parameter Selection	2011	Dimitri Van De Ville Michel Kocher	2
+ PDF Chat	Enhanced Deep Residual Networks for Single Image Super-Resolution	2017	Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee	2
+ PDF Chat	Compressed sensing imaging techniques for radio interferometry	2009	Yves Wiaux Laurent Jacques Gilles Puy Anna M. M. Scaife Pierre Vandergheynst	2
+	From Denoising to Compressed Sensing	2016	Christopher A. Metzler Arian Maleki Richard G. Baraniuk	2
+	Alternating Direction Algorithms for $\ell_1$-Problems in Compressive Sensing	2009	Junfeng Yang Yin Zhang	2
+	Message-passing algorithms for compressed sensing	2009	David L. Donoho Arian Maleki Andrea Montanari	2
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	2
+ PDF Chat	Non-local Color Image Denoising with Convolutional Neural Networks	2017	Stamatios Lefkimmiatis	2
+	Learning a variational network for reconstruction of accelerated MRI data	2017	Kerstin Hammernik Teresa Klatzer Erich Kobler Michael P. Recht Daniel K. Sodickson Thomas Pock Florian Knöll	2
+	Noise2Noise: Learning image restoration without clean data	2018	Jaakko Lehtinen Jacob Munkberg Jon Hasselgren Samuli Laine Tero Karras Miika Aittala Timo Aila	2
+ PDF Chat	Estimation of the Mean of a Multivariate Normal Distribution	1981	Charles Stein	2
+	AMP-Inspired Deep Networks for Sparse Linear Inverse Problems	2017	Mark Borgerding Philip Schniter Sundeep Rangan	1
+ PDF Chat	On-demand Learning for Deep Image Restoration	2017	Ruohan Gao Kristen Grauman	1
+ PDF Chat	Enhancing Quality for HEVC Compressed Videos	2018	Ren Yang Mai Xu Tie Liu Zulin Wang Zhenyu Guan	1
+	Noise2Noise: Learning Image Restoration without Clean Data	2018	Jaakko Lehtinen Jacob Munkberg Jon Hasselgren Samuli Laine Tero Karras Miika Aittala Timo Aila	1
+ PDF Chat	ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing	2018	Jian Zhang Bernard Ghanem	1
+	Unsupervised Learning with Stein's Unbiased Risk Estimator.	2018	Christopher A. Metzler Ali Mousavi Reinhard Heckel Richard G. Baraniuk	1
+ PDF Chat	MFQE 2.0: A New Approach for Multi-Frame Quality Enhancement on Compressed Video	2019	Zhenyu Guan Qunliang Xing Mai Xu Ren Yang Tie Liu Zulin Wang	1
+ PDF Chat	Recurrent Back-Projection Network for Video Super-Resolution	2019	Muhammad Haris Gregory Shakhnarovich Norimichi Ukita	1
+	Learned D-AMP: Principled Neural Network based Compressive Image Recovery	2017	Christopher A. Metzler Ali Mousavi Richard G. Baraniuk	1
+ PDF Chat	LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction	2018	Kai Xu Zhikang Zhang Fengbo Ren	1
+ PDF Chat	Unprocessing Images for Learned Raw Denoising	2019	Tim Brooks Ben Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron	1
+	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	2015	Shaoqing Ren Kaiming He Ross Girshick Jian Sun	1
+	Gated Multiple Feedback Network for Image Super-Resolution	2019	Qilei Li Zhen Li Lu Lu Gwanggil Jeon Kai Liu Xiaomin Yang	1
+ PDF Chat	Benchmarking Denoising Algorithms with Real Photographs	2017	Tobias Plötz Stefan Roth	1
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	1
+	Sigmoid-weighted linear units for neural network function approximation in reinforcement learning	2018	Stefan Elfwing Eiji Uchibe Kenji Doya	1
+ PDF Chat	Frame-Recurrent Video Super-Resolution	2018	Mehdi S. M. Sajjadi Raviteja Vemulapalli Matthew A. Brown	1
+ PDF Chat	Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks	2018	Wei‐Sheng Lai Jia‐Bin Huang Narendra Ahuja Ming–Hsuan Yang	1
+	SGDR: Stochastic Gradient Descent with Warm Restarts	2016	Ilya Loshchilov Frank Hutter	1
+ PDF Chat	Feedback Network for Image Super-Resolution	2019	Zhen Li Jinglei Yang Zheng Liu Xiaomin Yang Gwanggil Jeon Wei Wu	1
+	Phase retrieval from coded diffraction patterns	2014	Emmanuel J. Candès Xiaodong Li Mahdi Soltanolkotabi	1
+ PDF Chat	Semantic Image Inpainting with Deep Generative Models	2017	Raymond A. Yeh Chen Chen Teck Yian Lim Alexander G. Schwing Mark Hasegawa–Johnson N. Minh	1
+ PDF Chat	Detail-Revealing Deep Video Super-Resolution	2017	Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia	1
+	Image restoration using very deep convolutional encoder-decoder networks with symmetric skip connections	2016	Xiao-Jiao Mao Chunhua Shen Yu-Bin Yang	1
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	1
+ PDF Chat	EDVR: Video Restoration With Enhanced Deformable Convolutional Networks	2019	Xintao Wang Kelvin C. K. Chan Ke Yu Chao Dong Chen Change Loy	1
+ PDF Chat	Deformable ConvNets V2: More Deformable, Better Results	2019	Xizhou Zhu Han Hu Stephen Lin Jifeng Dai	1
+ PDF Chat	Non-Local ConvLSTM for Video Compression Artifact Reduction	2019	Yi Xu Longwen Gao Kai Tian Shuigeng Zhou Huyang Sun	1
+ PDF Chat	Deep Video Super-Resolution Using HR Optical Flow Estimation	2020	Longguang Wang Yulan Guo Li Liu Zaiping Lin Xinpu Deng Wei An	1
+	A Simple Framework for Contrastive Learning of Visual Representations	2020	Ting Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton	1