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
Learning to Generate Chairs with Generative Adversarial Nets E. Zamyatin Andrey Filchenkov GAN 54 9 0 29 May 2017
Towards Metamerism via Foveated Style Transfer Arturo Deza Aditya Jonnalagadda Miguel P. Eckstein 62 34 0 29 May 2017
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu Yu-Wing Tai Chi-Keung Tang GAN CVBM 101 78 0 28 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 131 820 0 25 May 2017
From source to target and back: symmetric bi-directional adaptive GAN P. Russo Fabio Maria Carlucci Tatiana Tommasi Barbara Caputo GAN 118 242 0 24 May 2017
Universal Style Transfer via Feature Transforms Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang DiffM 130 992 0 23 May 2017
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas M. Heinrich Wenjia Bai ... T. Dawes D. O’Regan Bernhard Kainz Ben Glocker Daniel Rueckert 90 662 0 22 May 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 189 138 0 22 May 2017
Deep adversarial neural decoding Yağmur Güçlütürk Umut Güçlü K. Seeliger Sander Erik Bosch R. Lier Marcel van Gerven 52 10 0 19 May 2017
Exploring the structure of a real-time, arbitrary neural artistic stylization network Golnaz Ghiasi Honglak Lee M. Kudlur Vincent Dumoulin Jonathon Shlens 104 293 0 18 May 2017
Learning Texture Manifolds with the Periodic Spatial GAN Urs M. Bergmann Nikolay Jetchev Roland Vollgraf GAN 102 165 0 18 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 99 46 0 11 May 2017
Neural Style Transfer: A Review Yongcheng Jing Yezhou Yang Zunlei Feng Jingwen Ye Yizhou Yu Xiuming Zhang 161 742 0 11 May 2017
Characterizing and Improving Stability in Neural Style Transfer Agrim Gupta Justin Johnson Alexandre Alahi Li Fei-Fei 93 119 0 05 May 2017
Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks Yifan Liu Zengchang Qin Zhenbo Luo Hua Wang GAN 110 85 0 04 May 2017
Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation Yen-Cheng Liu Yu-Ying Yeh Tzu-Chien Fu Sheng-De Wang Wei-Chen Chiu Y. Wang DRL OOD 110 10 0 03 May 2017
Visual Attribute Transfer through Deep Image Analogy Jing Liao Yuan Yao Lu Yuan G. Hua S. B. Kang FAtt GAN OOD 130 521 0 02 May 2017
Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution Ryutaro Tanno Daniel E. Worrall Aurobrata Ghosh Enrico Kaden S. Sotiropoulos A. Criminisi Daniel C. Alexander UQCV DiffM MedIm SupR 86 152 0 01 May 2017
Unsupervised Creation of Parameterized Avatars Lior Wolf Yaniv Taigman Adam Polyak GAN 93 53 0 19 Apr 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li Ran He GAN CVBM 108 632 0 13 Apr 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 131 2,451 0 12 Apr 2017
DRAW: Deep networks for Recognizing styles of Artists Who illustrate children's books Samet Hicsonmez Nermin Samet Fadime Sener P. D. Sahin 57 15 0 10 Apr 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 121 506 0 10 Apr 2017
Deep Generative Adversarial Compression Artifact Removal L. Galteri Lorenzo Seidenari Marco Bertini A. Bimbo GAN 99 214 0 08 Apr 2017
DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks Andrey D. Ignatov Nikolay Kobyshev Radu Timofte K. Vanhoey Luc Van Gool 118 520 0 08 Apr 2017
It Takes (Only) Two: Adversarial Generator-Encoder Networks Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky GAN 120 135 0 07 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 266 5,556 0 30 Mar 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 113 741 0 28 Mar 2017
Adversarial Transformation Networks: Learning to Generate Adversarial Examples S. Baluja Ian S. Fischer GAN 94 286 0 28 Mar 2017
Coherent Online Video Style Transfer Dongdong Chen Jing Liao Lu Yuan Nenghai Yu G. Hua 146 285 0 27 Mar 2017
StyleBank: An Explicit Representation for Neural Image Style Transfer Dongdong Chen Lu Yuan Jing Liao Nenghai Yu G. Hua 113 462 0 27 Mar 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 88 505 0 22 Mar 2017
ZM-Net: Real-time Zero-shot Image Manipulation Network Hao Wang Xiaodan Liang Huatian Zhang Dit-Yan Yeung Eric Xing 71 34 0 21 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 75 259 0 21 Mar 2017
Multi-style Generative Network for Real-time Transfer Hang Zhang Kristin J. Dana 86 280 0 20 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 216 4,386 0 20 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 149 68 0 13 Mar 2017
Parallel Multiscale Autoregressive Density Estimation Scott E. Reed Aaron van den Oord Nal Kalchbrenner Sergio Gomez Colmenarejo Ziyun Wang Dan Belov Nando de Freitas BDL 114 207 0 10 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 97 286 0 08 Mar 2017
Diversified Texture Synthesis with Feed-forward Networks Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 89 268 0 05 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 295 2,740 0 02 Mar 2017
On the Reconstruction of Face Images from Deep Face Templates Guangcan Mai Kai Cao Pong C. Yuen Anil K. Jain 3DH CVBM 141 186 0 02 Mar 2017
CT Image Denoising with Perceptive Deep Neural Networks Qingsong Yang Pingkun Yan Mannudeep K. Kalra Ge Wang MedIm OOD 88 60 0 22 Feb 2017
Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently Muthuraman Chidambaram Yanjun Qi GAN 52 27 0 22 Feb 2017
One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network Vedran Vukotic S. Pintea C. Raymond G. Gravier Jan van Gemert 81 46 0 14 Feb 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 153 252 0 02 Feb 2017
Deep Reinforcement Learning for Visual Object Tracking in Videos Da Zhang H. Maei Xin Eric Wang Yuan-fang Wang 156 117 0 31 Jan 2017
Stable and Controllable Neural Texture Synthesis and Style Transfer Using Histogram Losses E. Risser Pierre Wilmot Connelly Barnes 117 249 0 31 Jan 2017
Super-resolution Using Constrained Deep Texture Synthesis Libin Sun James Hays MDE SupR 50 8 0 26 Jan 2017
Dirty Pixels: Towards End-to-End Image Processing and Perception Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 124 54 0 23 Jan 2017