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Photo-Realistic Single Image Super-Resolution Using a Generative
  Adversarial Network
v1v2v3v4v5 (latest)

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

15 September 2016
C. Ledig
Lucas Theis
Ferenc Huszár
Jose Caballero
Andrew Cunningham
Alejandro Acosta
Andrew P. Aitken
Alykhan Tejani
J. Totz
Zehan Wang
Wenzhe Shi
    GAN
ArXiv (abs)PDFHTML

Papers citing "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

50 / 3,339 papers shown
A Fully Progressive Approach to Single-Image Super-Resolution
A Fully Progressive Approach to Single-Image Super-Resolution
Yifan Wang
Federico Perazzi
Brian McWilliams
A. Sorkine-Hornung
O. Sorkine-Hornung
Christopher Schroers
SupR
215
277
0
09 Apr 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial
  Feature Transform
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform
Xintao Wang
K. Yu
Chao Dong
Chen Change Loy
SupR
367
1,109
0
09 Apr 2018
Generative adversarial network-based approach to signal reconstruction
  from magnitude spectrograms
Generative adversarial network-based approach to signal reconstruction from magnitude spectrograms
Keisuke Oyamada
Hirokazu Kameoka
Takuhiro Kaneko
Kou Tanaka
Nobukatsu Hojo
Hiroyasu Ando
GAN
57
31
0
06 Apr 2018
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and
  Beyond
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
Xi Ouyang
Yu Cheng
Lezhi Li
Chun-Liang Li
Pan Zhou
GAN
200
76
0
05 Apr 2018
Sliced-Wasserstein Autoencoder: An Embarrassingly Simple Generative
  Model
Sliced-Wasserstein Autoencoder: An Embarrassingly Simple Generative Model
Soheil Kolouri
Phillip E. Pope
Charles E. Martin
Gustavo K. Rohde
322
104
0
05 Apr 2018
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial
  Learning
Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning
Kwan-Yee Lin
Guanxiang Wang
OOD
231
245
0
05 Apr 2018
Training VAEs Under Structured Residuals
Training VAEs Under Structured Residuals
Garoe Dorta
Sara Vicente
Lourdes Agapito
Neill D. F. Campbell
Ivor J. A. Simpson
BDLDRL
153
13
0
03 Apr 2018
Deep Residual Learning for Accelerated MRI using Magnitude and Phase
  Networks
Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks
Dongwook Lee
Jaejun Yoo
S. Tak
J. C. Ye
OOD
226
317
0
02 Apr 2018
One-Two-One Networks for Compression Artifacts Reduction in Remote
  Sensing
One-Two-One Networks for Compression Artifacts Reduction in Remote Sensing
Baochang Zhang
Jiaxin Gu
Chen Chen
Jiawei Han
Xiangbo Su
Xianbin Cao
Jianzhuang Liu
135
51
0
01 Apr 2018
Generative Adversarial Networks (GANs): What it can generate and What it
  cannot?
Generative Adversarial Networks (GANs): What it can generate and What it cannot?
P Manisha
Sujit Gujar
GAN
119
0
0
31 Mar 2018
Learning Beyond Human Expertise with Generative Models for Dental
  Restorations
Learning Beyond Human Expertise with Generative Models for Dental Restorations
Jyh-Jing Hwang
S. Azernikov
Alexei A. Efros
Stella X. Yu
MedIm
158
39
0
30 Mar 2018
Learning to Anonymize Faces for Privacy Preserving Action Detection
Learning to Anonymize Faces for Privacy Preserving Action Detection
Zhongzheng Ren
Yong Jae Lee
Michael S. Ryoo
CVBMPICV
335
216
0
30 Mar 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images
Task-Driven Super Resolution: Object Detection in Low-resolution Images
Muhammad Haris
Gregory Shakhnarovich
Norimichi Ukita
159
200
0
30 Mar 2018
Dihedral angle prediction using generative adversarial networks
Dihedral angle prediction using generative adversarial networks
Hyeongki Kim
GAN
277
0
0
29 Mar 2018
Context-aware Synthesis for Video Frame Interpolation
Context-aware Synthesis for Video Frame Interpolation
Simon Niklaus
Yifan Zhang
227
428
0
29 Mar 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial
  Networks
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
Agrim Gupta
Justin Johnson
Li Fei-Fei
Silvio Savarese
Alexandre Alahi
GAN
587
2,224
0
29 Mar 2018
Adversarial Spatio-Temporal Learning for Video Deblurring
Adversarial Spatio-Temporal Learning for Video Deblurring
Kaihao Zhang
Tong Lu
Yiran Zhong
Lin Ma
Wei Liu
Hongdong Li
128
223
0
28 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding
  Focal Length
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length
Lei He
Guanghui Wang
Zhanyi Hu
MDE
129
181
0
27 Mar 2018
Correcting differences in multi-site neuroimaging data using Generative
  Adversarial Networks
Correcting differences in multi-site neuroimaging data using Generative Adversarial Networks
H. Nguyen
R. Morris
Anthony W. Harris
Mayuresh S. Korgoankar
F. Ramos
MedIm
84
9
0
26 Mar 2018
Effective deep learning training for single-image super-resolution in
  endomicroscopy exploiting video-registration-based reconstruction
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction
D. Ravì
A. Szczotka
D. I. Shakir
Stephen P. Pereira
Tom Vercauteren
137
38
0
23 Mar 2018
What Do We Understand About Convolutional Networks?
What Do We Understand About Convolutional Networks?
Isma Hadji
Richard P. Wildes
FAtt
147
104
0
23 Mar 2018
Fictitious GAN: Training GANs with Historical Models
Fictitious GAN: Training GANs with Historical Models
Hao Ge
Yin Xia
Xu Chen
R. Berry
Ying Nian Wu
AI4CEGAN
280
31
0
23 Mar 2018
Guided Image Inpainting: Replacing an Image Region by Pulling Content
  from Another Image
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image
Yinan Zhao
Brian L. Price
Scott D. Cohen
Danna Gurari
GAN
135
42
0
22 Mar 2018
Densely Connected Pyramid Dehazing Network
Densely Connected Pyramid Dehazing Network
Chentao Song
Vishal M. Patel
256
1,047
0
22 Mar 2018
Generative Adversarial Talking Head: Bringing Portraits to Life with a
  Weakly Supervised Neural Network
Generative Adversarial Talking Head: Bringing Portraits to Life with a Weakly Supervised Neural Network
Hai Xuan Pham
Yuting Wang
Vladimir Pavlovic
GAN
245
35
0
21 Mar 2018
An Improved Evaluation Framework for Generative Adversarial Networks
An Improved Evaluation Framework for Generative Adversarial Networks
Gangyan Zeng
Yi Wei
Jiwen Lu
Jie Zhou
EGVM
191
51
0
20 Mar 2018
Patch-Based Image Inpainting with Generative Adversarial Networks
Patch-Based Image Inpainting with Generative Adversarial Networks
Ugur Demir
Gözde B. Ünal
GAN
159
295
0
20 Mar 2018
Neural Text Generation: Past, Present and Beyond
Neural Text Generation: Past, Present and Beyond
Sidi Lu
Yaoming Zhu
Weinan Zhang
Jun Wang
Yong Yu
130
72
0
15 Mar 2018
Maintaining Natural Image Statistics with the Contextual Loss
Maintaining Natural Image Statistics with the Contextual LossAsian Conference on Computer Vision (ACCV), 2018
Roey Mechrez
Itamar Talmi
Firas Shama
Lihi Zelnik-Manor
GAN
212
102
0
13 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets
An Introduction to Image Synthesis with Generative Adversarial Nets
He Huang
Philip S. Yu
Changhu Wang
GAN
241
195
0
12 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey
Deep Learning in Mobile and Wireless Networking: A SurveyIEEE Communications Surveys and Tutorials (COMST), 2018
Chaoyun Zhang
P. Patras
Hamed Haddadi
367
1,430
0
12 Mar 2018
Noise2Noise: Learning Image Restoration without Clean Data
Noise2Noise: Learning Image Restoration without Clean DataInternational Conference on Machine Learning (ICML), 2018
J. Lehtinen
Jacob Munkberg
J. Hasselgren
S. Laine
Tero Karras
M. Aittala
Timo Aila
400
1,867
0
12 Mar 2018
Cross-View Image Synthesis using Conditional GANs
Cross-View Image Synthesis using Conditional GANs
Krishna Regmi
Ali Borji
GAN
180
213
0
09 Mar 2018
Deep Semantic Face Deblurring
Deep Semantic Face Deblurring
Ziyi Shen
Wei-Sheng Lai
Tingfa Xu
Jan Kautz
Ming-Hsuan Yang
CVBM
271
214
0
09 Mar 2018
Motion deblurring of faces
Motion deblurring of faces
Grigorios G. Chrysos
Paolo Favaro
Stefanos Zafeiriou
CVBM
127
33
0
08 Mar 2018
Deep Back-Projection Networks For Super-Resolution
Deep Back-Projection Networks For Super-Resolution
Muhammad Haris
Gregory Shakhnarovich
Norimichi Ukita
SupR
192
1,444
0
07 Mar 2018
The Contextual Loss for Image Transformation with Non-Aligned Data
The Contextual Loss for Image Transformation with Non-Aligned Data
Roey Mechrez
Itamar Talmi
Lihi Zelnik-Manor
566
407
0
06 Mar 2018
One-Class Adversarial Nets for Fraud Detection
One-Class Adversarial Nets for Fraud Detection
Panpan Zheng
Shuhan Yuan
Xintao Wu
Jun Yu Li
Aidong Lu
200
172
0
05 Mar 2018
Learning-Based Dequantization For Image Restoration Against Extremely
  Poor Illumination
Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination
Chang Liu
Xiaolin Wu
X. Shu
97
8
0
05 Mar 2018
Memorization Precedes Generation: Learning Unsupervised GANs with Memory
  Networks
Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks
Youngjin Kim
Minjung Kim
Gunhee Kim
GAN
254
45
0
05 Mar 2018
Efficient and Accurate MRI Super-Resolution using a Generative
  Adversarial Network and 3D Multi-Level Densely Connected Network
Efficient and Accurate MRI Super-Resolution using a Generative Adversarial Network and 3D Multi-Level Densely Connected Network
Yuhua Chen
Feng Shi
A. Christodoulou
Zhengwei Zhou
Yibin Xie
Debiao Li
MedIm
244
338
0
04 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning
  Approaches
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
Md. Zahangir Alom
T. Taha
C. Yakopcic
Stefan Westberg
P. Sidike
Mst Shamima Nasrin
B. Van Essen
A. Awwal
V. Asari
VLM
406
972
0
03 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for
  Image Restoration by Evolutionary Search
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary SearchInternational Conference on Machine Learning (ICML), 2018
Masanori Suganuma
Mete Ozay
Takayuki Okatani
326
91
0
01 Mar 2018
Novelty Detection with GAN
Novelty Detection with GAN
M. Kliger
S. Fleishman
158
57
0
28 Feb 2018
A Variational Inequality Perspective on Generative Adversarial Networks
A Variational Inequality Perspective on Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2018
Gauthier Gidel
Hugo Berard
Gaëtan Vignoud
Pascal Vincent
Damien Scieur
GAN
523
389
0
28 Feb 2018
Multi-View Silhouette and Depth Decomposition for High Resolution 3D
  Object Representation
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object RepresentationNeural Information Processing Systems (NeurIPS), 2018
Edward James Smith
Scott Fujimoto
David Meger
SupR
173
56
0
27 Feb 2018
Solving Inverse Computational Imaging Problems using Deep Pixel-level
  Prior
Solving Inverse Computational Imaging Problems using Deep Pixel-level PriorIEEE Transactions on Computational Imaging (TCI), 2018
Akshat Dave
Anil Kumar Vadathya
R. Subramanyam
R. Baburajan
Kaushik Mitra
185
24
0
27 Feb 2018
Self Super-Resolution for Magnetic Resonance Images using Deep Networks
Self Super-Resolution for Magnetic Resonance Images using Deep NetworksIEEE International Symposium on Biomedical Imaging (ISBI), 2018
Can Zhao
A. Carass
Blake E. Dewey
Jerry L. Prince
SupR
104
57
0
26 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested
  Adversarial Network
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network
Zizhao Zhang
Yuanpu Xie
Ling Yang
EGVM
332
316
0
26 Feb 2018
PBGen: Partial Binarization of Deconvolution-Based Generators for Edge
  Intelligence
PBGen: Partial Binarization of Deconvolution-Based Generators for Edge IntelligenceIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2018
Jinglan Liu
Jiaxin Zhang
Yukun Ding
Xiaowei Xu
Meng Jiang
Yiyu Shi
266
5
0
26 Feb 2018
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