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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Laplacian-Steered Neural Style Transfer Shaohua Li Xinxing Xu Liqiang Nie Tat-Seng Chua 185 103 0 05 Jul 2017
A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation Vishwanath A. Sindagi Vishal M. Patel 188 557 0 05 Jul 2017
Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks M. K. Gul B. Gunturk 80 90 0 04 Jul 2017
Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks Xianxu Hou Guoping Qiu 116 35 0 01 Jul 2017
Perceptual Adversarial Networks for Image-to-Image Transformation Chaoyue Wang Chang Xu Chaohui Wang Dacheng Tao GAN 142 381 0 28 Jun 2017
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Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis Pengyuan Lyu X. Bai Cong Yao Zhen Zhu Tengteng Huang Wenyu Liu GAN 151 140 0 27 Jun 2017
CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms Ahmed Elgammal Bingchen Liu Mohamed Elhoseiny Marian Mazzone GAN 138 534 0 21 Jun 2017
Two-Stream Convolutional Networks for Dynamic Texture Synthesis Matthew Tesfaldet Marcus A. Brubaker Konstantinos G. Derpanis 256 56 0 21 Jun 2017
Photo-realistic Facial Texture TransferIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2017 Parneet Kaur Hang Zhang Kristin J. Dana 3DH 103 18 0 14 Jun 2017
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning ApproachInternational Joint Conference on Artificial Intelligence (IJCAI), 2017 Ding Liu Bihan Wen Xianming Liu Zhangyang Wang Thomas S. Huang VLM 196 235 0 14 Jun 2017
Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GANAsian Conference on Pattern Recognition (ACPR), 2017 Lvmin Zhang Yi Ji Xin Lin GAN 146 178 0 11 Jun 2017
Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron MicroscopyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2017 Larissa Heinrich J. Bogovic S. Saalfeld 89 43 0 09 Jun 2017
TextureGAN: Controlling Deep Image Synthesis with Texture Patches Wenqi Xian Patsorn Sangkloy Varun Agrawal Amit Raj Jingwan Lu Chen Fang Feng Yu James Hays GAN 3DV 208 292 0 09 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 105 28 0 07 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog ModelNeural Information Processing Systems (NeurIPS), 2017 Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 163 137 0 05 Jun 2017
Deep Frame Interpolation V. Samsonov 60 3 0 04 Jun 2017
One-Sided Unsupervised Domain MappingNeural Information Processing Systems (NeurIPS), 2017 Sagie Benaim Lior Wolf 293 326 0 02 Jun 2017
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI Morteza Mardani Enhao Gong Joseph Y. Cheng S. Vasanawala Greg Zaharchuk ... Neil Thakur Song Han W. Dally John M. Pauly Lei Xing MedIm GAN 189 161 0 31 May 2017
Learning to Generate Chairs with Generative Adversarial Nets E. Zamyatin Andrey Filchenkov GAN 86 10 0 29 May 2017
Towards Metamerism via Foveated Style Transfer Arturo Deza Aditya Jonnalagadda Miguel P. Eckstein 223 36 0 29 May 2017
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu Yu-Wing Tai Chi-Keung Tang GAN CVBM 145 79 0 28 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 373 863 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 264 247 0 24 May 2017
Universal Style Transfer via Feature Transforms Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang DiffM 310 1,075 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 173 694 0 22 May 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 324 141 0 22 May 2017
Deep adversarial neural decoding Yağmur Güçlütürk Umut Güçlü K. Seeliger Sander Erik Bosch R. Lier Marcel van Gerven 142 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 208 307 0 18 May 2017
Learning Texture Manifolds with the Periodic Spatial GAN Urs M. Bergmann Nikolay Jetchev Roland Vollgraf GAN 177 173 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 219 46 0 11 May 2017
Neural Style Transfer: A Review Yongcheng Jing Yezhou Yang Zunlei Feng Jingwen Ye Yizhou Yu Xiuming Zhang 613 812 0 11 May 2017
Characterizing and Improving Stability in Neural Style Transfer Agrim Gupta Justin Johnson Alexandre Alahi Li Fei-Fei 137 125 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 207 89 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 197 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 269 541 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 242 157 0 01 May 2017
Unsupervised Creation of Parameterized Avatars Lior Wolf Yaniv Taigman Adam Polyak GAN 137 55 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 168 656 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 396 2,681 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 126 15 0 10 Apr 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 193 539 0 10 Apr 2017
Deep Generative Adversarial Compression Artifact Removal L. Galteri Lorenzo Seidenari Marco Bertini Marco Bertini GAN 265 222 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 210 562 0 08 Apr 2017
It Takes (Only) Two: Adversarial Generator-Encoder Networks Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky GAN 159 137 0 07 Apr 2017