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
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 571 5,598 0 30 Mar 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 218 767 0 28 Mar 2017
Adversarial Transformation Networks: Learning to Generate Adversarial Examples S. Baluja Ian S. Fischer GAN 206 300 0 28 Mar 2017
Coherent Online Video Style Transfer Dongdong Chen Jing Liao Lu Yuan Nenghai Yu G. Hua 228 304 0 27 Mar 2017
StyleBank: An Explicit Representation for Neural Image Style Transfer Dongdong Chen Lu Yuan Jing Liao Nenghai Yu G. Hua 217 491 0 27 Mar 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 182 532 0 22 Mar 2017
ZM-Net: Real-time Zero-shot Image Manipulation Network Hao Wang Xiaodan Liang Huatian Zhang Dit-Yan Yeung Eric Xing 164 34 0 21 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 193 272 0 21 Mar 2017
Multi-style Generative Network for Real-time Transfer Hang Zhang Kristin J. Dana 225 298 0 20 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 437 4,911 0 20 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 225 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 205 216 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 200 290 0 08 Mar 2017
Diversified Texture Synthesis with Feed-forward Networks Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 204 282 0 05 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 701 2,873 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 382 207 0 02 Mar 2017
CT Image Denoising with Perceptive Deep Neural Networks Qingsong Yang Pingkun Yan Mannudeep K. Kalra Ge Wang MedIm OOD 116 63 0 22 Feb 2017
Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently Muthuraman Chidambaram Yanjun Qi GAN 114 29 0 22 Feb 2017
One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural NetworkInternational Conference on Image Analysis and Processing (ICIAP), 2016 Vedran Vukotic S. Pintea C. Raymond G. Gravier Jan van Gemert 138 46 0 14 Feb 2017
Pixel Recursive Super ResolutionIEEE International Conference on Computer Vision (ICCV), 2017 Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 277 254 0 02 Feb 2017
Deep Reinforcement Learning for Visual Object Tracking in Videos Da Zhang H. Maei Xin Eric Wang Yuan-fang Wang 327 118 0 31 Jan 2017
Stable and Controllable Neural Texture Synthesis and Style Transfer Using Histogram Losses E. Risser Pierre Wilmot Connelly Barnes 237 253 0 31 Jan 2017
Super-resolution Using Constrained Deep Texture Synthesis Libin Sun James Hays MDE SupR 90 9 0 26 Jan 2017
Dirty Pixels: Towards End-to-End Image Processing and PerceptionACM Transactions on Graphics (TOG), 2017 Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 325 65 0 23 Jan 2017
Image De-raining Using a Conditional Generative Adversarial Network Chentao Song Vishwanath A. Sindagi Vishal M. Patel GAN 453 1,127 0 21 Jan 2017
Bringing Impressionism to Life with Neural Style Transfer in Come SwimDigital Production Symposium (DP), 2017 Xiaokui Shu Kristyn Stewart D. Shapiro 112 30 0 18 Jan 2017
Synthesizing Normalized Faces from Facial Identity FeaturesComputer Vision and Pattern Recognition (CVPR), 2017 Forrester Cole David Belanger Dilip Krishnan Aaron Sarna Inbar Mosseri William T. Freeman 3DH CVBM 326 144 0 17 Jan 2017
Human perception in computer vision Ron Dekel OOD 89 10 0 17 Jan 2017
Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic SegmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 Carlos D. Castillo Soham De Xintong Han Bharat Singh A. Yadav Tom Goldstein 145 42 0 09 Jan 2017
Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture SynthesisComputer Vision and Pattern Recognition (CVPR), 2017 Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 217 842 0 09 Jan 2017
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks Junting Pan Cristian Canton Ferrer Kevin McGuinness Noel E. O'Connor Jordi Torres E. Sayrol Xavier Giró-i-Nieto GAN 232 418 0 04 Jan 2017
Demystifying Neural Style TransferInternational Joint Conference on Artificial Intelligence (IJCAI), 2017 Yanghao Li Naiyan Wang Jiaying Liu Xiaodi Hou 189 544 0 04 Jan 2017
EnhanceNet: Single Image Super-Resolution Through Automated Texture SynthesisIEEE International Conference on Computer Vision (ICCV), 2016 Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 283 1,025 0 23 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial NetworksComputer Vision and Pattern Recognition (CVPR), 2016 Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 468 1,598 0 16 Dec 2016
Learning Residual Images for Face Attribute ManipulationComputer Vision and Pattern Recognition (CVPR), 2016 Wei Shen Rujie Liu CVBM GAN 202 261 0 16 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Shouqing Yang Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 367 463 0 13 Dec 2016
Fast Patch-based Style Transfer of Arbitrary Style T. Chen Mark Schmidt 229 393 0 13 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 143 80 0 10 Dec 2016
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Jiaming Song Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 307 2,875 0 10 Dec 2016
Authoring image decompositions with generative models Jason Rock Theerasit Issaranon Aditya Deshpande David A. Forsyth DRL 106 0 0 05 Dec 2016
On-Demand Learning for Deep Image Restoration Ruohan Gao Kristen Grauman 139 84 0 05 Dec 2016
Scribbler: Controlling Deep Image Synthesis with Sketch and Color Patsorn Sangkloy Jingwan Lu Chen Fang Feng Yu James Hays GAN DiffM 320 517 0 02 Dec 2016
Texture Enhancement via High-Resolution Style Transfer for Single-Image Super-Resolution I. Ahn W. H. Nam SupR 97 4 0 01 Dec 2016
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang Hao Li 222 814 0 30 Nov 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 333 687 0 29 Nov 2016
Fast Face-swap Using Convolutional Neural Networks I. Korshunova Wenzhe Shi J. Dambre Lucas Theis CVBM 3DH PICV 250 426 0 29 Nov 2016
Awesome Typography: Statistics-Based Text Effects Transfer Shuai Yang Jiaying Liu Zheng Lian Zongming Guo 134 80 0 28 Nov 2016
Texture Synthesis with Spatial Generative Adversarial Networks Nikolay Jetchev Urs M. Bergmann Roland Vollgraf GAN 173 221 0 24 Nov 2016
Controlling Perceptual Factors in Neural Style Transfer Leon A. Gatys Alexander S. Ecker Matthias Bethge Aaron Hertzmann Eli Shechtman 195 486 0 23 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 902 21,290 0 21 Nov 2016