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
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu Yu-Wing Tai Chi-Keung Tang GAN CVBM 29 78 0 28 May 2017
Universal Style Transfer via Feature Transforms Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang DiffM 25 978 0 23 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 27 46 0 11 May 2017
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis Rui Huang Shu Zhang Tianyu Li R. He GAN CVBM 30 626 0 13 Apr 2017
Deep Generative Adversarial Compression Artifact Removal L. Galteri Lorenzo Seidenari Marco Bertini A. Bimbo GAN 31 212 0 08 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 61 5,553 0 30 Mar 2017
Coherent Online Video Style Transfer Dongdong Chen Jing Liao Lu Yuan Nenghai Yu G. Hua 13 284 0 27 Mar 2017
StyleBank: An Explicit Representation for Neural Image Style Transfer Dongdong Chen Lu Yuan Jing Liao Nenghai Yu G. Hua 37 458 0 27 Mar 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 12 497 0 22 Mar 2017
ZM-Net: Real-time Zero-shot Image Manipulation Network Hao Wang Xiaodan Liang H. M. Zhang Dit-Yan Yeung Eric P. Xing 11 34 0 21 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 22 255 0 21 Mar 2017
Multi-style Generative Network for Real-time Transfer Hang Zhang Kristin J. Dana 15 280 0 20 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 13 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 25 204 0 10 Mar 2017
On the Reconstruction of Face Images from Deep Face Templates Guangcan Mai Kai Cao P. Yuen Anil K. Jain 3DH CVBM 29 181 0 02 Mar 2017
CT Image Denoising with Perceptive Deep Neural Networks Qingsong Yang Pingkun Yan M. Kalra Ge Wang MedIm OOD 25 59 0 22 Feb 2017
Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently Muthuraman Chidambaram Yanjun Qi GAN 21 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 J. C. V. Gemert 26 46 0 14 Feb 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 29 251 0 02 Feb 2017
Deep Reinforcement Learning for Visual Object Tracking in Videos Da Zhang H. Maei Xin Eric Wang Yuan-fang Wang 8 115 0 31 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 13 51 0 23 Jan 2017
Bringing Impressionism to Life with Neural Style Transfer in Come Swim Xiaokui Shu Kristyn Stewart D. Shapiro 16 30 0 18 Jan 2017
Synthesizing Normalized Faces from Facial Identity Features Forrester Cole David Belanger Dilip Krishnan Aaron Sarna Inbar Mosseri William T. Freeman 3DH CVBM 34 141 0 17 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 23 398 0 04 Jan 2017
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 18 969 0 23 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 35 1,527 0 16 Dec 2016
Learning Residual Images for Face Attribute Manipulation Wei Shen Rujie Liu CVBM GAN 15 252 0 16 Dec 2016
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed J. Hopcroft Serge J. Belongie GAN 22 458 0 13 Dec 2016
Fast Patch-based Style Transfer of Arbitrary Style T. Chen Mark W. Schmidt 38 377 0 13 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 21 70 0 10 Dec 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 17 665 0 29 Nov 2016
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer Xin Eric Wang Geoffrey Oxholm Da Zhang Yuan-fang Wang GAN OffRL 11 168 0 17 Nov 2016
Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation Jose Caballero C. Ledig Andrew P. Aitken Alejandro Acosta J. Totz Zehan Wang Wenzhe Shi SupR 44 658 0 16 Nov 2016
One-to-Many Network for Visually Pleasing Compression Artifacts Reduction Jun Guo Hongyang Chao 37 89 0 15 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 32 1,001 0 07 Nov 2016
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 214 1,156 0 24 Oct 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016
Deep Identity-aware Transfer of Facial Attributes Mu-Wei Li W. Zuo David C. Zhang CVBM 23 149 0 18 Oct 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 20 9 0 23 Sep 2016
Is the deconvolution layer the same as a convolutional layer? Wenzhe Shi Jose Caballero Lucas Theis Ferenc Huszár Andrew P. Aitken C. Ledig Zehan Wang 23 139 0 22 Sep 2016
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition Yağmur Güçlütürk Umut Güçlü Marcel van Gerven R. Lier CVBM 16 97 0 16 Sep 2016
Style-Transfer via Texture-Synthesis Michael Elad P. Milanfar OOD 11 139 0 10 Sep 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding V. Papyan Yaniv Romano Michael Elad 56 284 0 27 Jul 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 19 3,662 0 27 Jul 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim A. Schwing M. Hasegawa-Johnson Minh Do GAN VLM 28 1,169 0 26 Jul 2016
Convolutional Sketch Inversion Yağmur Güçlütürk Umut Güçlü R. Lier Marcel van Gerven CVBM 13 65 0 09 Jun 2016
Incorporating long-range consistency in CNN-based texture generation Guillaume Berger Roland Memisevic 3DV 10 51 0 03 Jun 2016
Designing Deep Networks for Surface Normal Estimation X. Wang David Fouhey Abhinav Gupta 3DV SSL 156 353 0 18 Nov 2014