Perceptual Losses for Real-Time Style Transfer and Super-Resolution

27 March 2016

Justin Johnson

Alexandre Alahi

Li Fei-Fei

SupR

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Papers citing "Perceptual Losses for Real-Time Style Transfer and Super-Resolution"

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Title
Fictitious GAN: Training GANs with Historical Models Hao Ge Yin Xia Xu Chen R. Berry Ying Nian Wu AI4CE GAN 112 29 0 23 Mar 2018
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Patch-Based Image Inpainting with Generative Adversarial Networks Ugur Demir Gözde B. Ünal GAN 59 255 0 20 Mar 2018
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Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size Yuta Hiasa Y. Otake Masaki Takao Takumi Matsuoka K. Takashima Jerry L. Prince Nobuhiko Sugano Yoshinobu Sato GAN MedIm 69 201 0 18 Mar 2018
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Maintaining Natural Image Statistics with the Contextual Loss Roey Mechrez Itamar Talmi Firas Shama Lihi Zelnik-Manor GAN 83 94 0 13 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets He Huang Philip S. Yu Changhu Wang GAN 94 187 0 12 Mar 2018
Learning Approximate Inference Networks for Structured Prediction Lifu Tu Kevin Gimpel BDL 59 53 0 09 Mar 2018
Deep Semantic Face Deblurring Ziyi Shen Wei-Sheng Lai Tingfa Xu Jan Kautz Ming-Hsuan Yang CVBM 103 195 0 09 Mar 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen Wen Li Daniel Gehrig Dengxin Dai Luc Van Gool OOD ObjD 187 1,311 0 08 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 94 1,333 0 07 Mar 2018
The Contextual Loss for Image Transformation with Non-Aligned Data Roey Mechrez Itamar Talmi Lihi Zelnik-Manor 286 389 0 06 Mar 2018
Occupancy Map Prediction Using Generative and Fully Convolutional Networks for Vehicle Navigation Kapil D. Katyal K. Popek Chris Paxton Joseph L. Moore Kevin C. Wolfe Philippe Burlina Gregory Hager GAN 54 12 0 06 Mar 2018
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 89 309 0 04 Mar 2018
Constrained Neural Style Transfer for Decorated Logo Generation Gantugs Atarsaikhan Brian Kenji Iwana S. Uchida GAN 43 6 0 02 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search Masanori Suganuma Mete Ozay Takayuki Okatani 146 87 0 01 Mar 2018
Stereoscopic Neural Style Transfer Dongdong Chen Lu Yuan Jing Liao Nenghai Yu G. Hua 116 114 0 28 Feb 2018
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 96 120 0 28 Feb 2018
Neural Stereoscopic Image Style Transfer Xinyu Gong Haozhi Huang Lin Ma Fumin Shen Wei Liu Tong Zhang GAN 93 30 0 27 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network Zizhao Zhang Yuanpu Xie Ling Yang EGVM 125 305 0 26 Feb 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 147 863 0 21 Feb 2018
Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields Yongcheng Jing Yang Liu Yezhou Yang Zunlei Feng Yizhou Yu Dacheng Tao Xiuming Zhang 119 118 0 20 Feb 2018
Are Generative Classifiers More Robust to Adversarial Attacks? Yingzhen Li John Bradshaw Yash Sharma AAML 114 79 0 19 Feb 2018
A Closed-form Solution to Photorealistic Image Stylization Yijun Li Ming-Yuan Liu Xueting Li Ming-Hsuan Yang Jan Kautz 108 410 0 19 Feb 2018
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) Shuang Ma Jianlong Fu Chang Wen Chen Tao Mei GAN 77 155 0 18 Feb 2018
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network Hongming Shan Yi Zhang Qingsong Yang Uwe Krüger Mannudeep K. Kalra Ling Sun W. Cong Ge Wang MedIm 96 352 0 15 Feb 2018
Recursive Chaining of Reversible Image-to-image Translators For Face Aging Ari Heljakka Arno Solin Arno Solin CVBM 71 5 0 14 Feb 2018
Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network W. Dong Mingrui Yuan Xin Li Guangming Shi GAN 49 32 0 13 Feb 2018
Invertible Autoencoder for domain adaptation Yunfei Teng A. Choromańska Mariusz Bojarski 69 24 0 10 Feb 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 121 884 0 09 Feb 2018
Triplet-based Deep Similarity Learning for Person Re-Identification Wentong Liao M. Yang Ni Zhan Bodo Rosenhahn 127 34 0 09 Feb 2018
Face Destylization Fatemeh Shiri Xin-Yao Yu Fatih Porikli Piotr Koniusz CVBM 101 14 0 05 Feb 2018
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks S. Dar Mahmut Yurt Levent Karacan Aykut Erdem Erkut Erdem Tolga Çukur MedIm 112 456 0 05 Feb 2018
VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control Jingwei Zhang L. Tai Peng Yun Yufeng Xiong Ming-Yuan Liu Joschka Boedecker Wolfram Burgard 115 123 0 01 Feb 2018
Perceptual Compressive Sensing Jiang Du Xuemei Xie Chenye Wang Guangming Shi 129 9 0 01 Feb 2018
Single Image Reflection Removal Using Deep Encoder-Decoder Network Zhixiang Chi Xiaolin Wu X. Shu Jinjin Gu 70 29 0 31 Jan 2018
SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks Xi Cheng Xiang Li Ying Tai Jian Yang 76 57 0 31 Jan 2018
DeepSIC: Deep Semantic Image Compression Sihui Luo Yezhou Yang Xiuming Zhang 69 46 0 29 Jan 2018
Shift-Net: Image Inpainting via Deep Feature Rearrangement Zhaoyi Yan Xiaoming Li Mu Li W. Zuo Shiguang Shan 78 452 0 29 Jan 2018
SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Wenqiang Xu Yong-Lu Li Cewu Lu ISeg 98 2 0 26 Jan 2018
Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao Lin Yang Ronald M. Summers MedIm 94 13 0 25 Jan 2018
Generative Image Inpainting with Contextual Attention Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas S. Huang GAN DiffM 132 2,272 0 24 Jan 2018
High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks Zeyuan Chen Shaoliang Nie Tianfu Wu Christopher Healey CVBM 67 31 0 23 Jan 2018
Staff line Removal using Generative Adversarial Networks Aishik Konwer A. Bhunia A. Bhowmick A. Bhunia Prithaj Banerjee P. Roy Umapada Pal GAN 110 19 0 22 Jan 2018
MRI Cross-Modality NeuroImage-to-NeuroImage Translation Qianye Yang Nannan Li Zixu Zhao Xingyu Fan E. Chang Yan Xu MedIm 55 28 0 22 Jan 2018
Non-Adversarial Unsupervised Word Translation Yedid Hoshen Lior Wolf 89 119 0 18 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 148 337 0 16 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 469 11,997 0 11 Jan 2018