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
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 201 175 0 17 Nov 2016
Neural Style Representations and the Large-Scale Classification of Artistic Style Jeremiah W. Johnson GAN 161 4 0 16 Nov 2016
DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification Shu Zhang Ran He Tieniu Tan CVBM 3DH 135 74 0 16 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 273 713 0 16 Nov 2016
Will People Like Your Image? Learning the Aesthetic Space Katharina Schwarz P. Wieschollek Hendrik P. A. Lensch 113 51 0 16 Nov 2016
One-to-Many Network for Visually Pleasing Compression Artifacts Reduction Jun Guo Hongyang Chao 132 90 0 15 Nov 2016
Unsupervised Cross-Domain Image Generation Yaniv Taigman Adam Polyak Lior Wolf GAN OOD 290 1,029 0 07 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 416 1,053 0 07 Nov 2016
Chinese/English mixed Character Segmentation as Semantic Segmentation Huabin Zheng Jingyu Wang Zhengjie Huang Yang Yang Rong Pan 96 3 0 07 Nov 2016
A Differentiable Physics Engine for Deep Learning in Robotics Jonas Degrave Michiel Hermans J. Dambre Francis Wyffels PINN AI4CE 226 247 0 05 Nov 2016
Learnable Visual Markers O. Grinchuk V. Lebedev Victor Lempitsky GAN 80 14 0 28 Oct 2016
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 921 1,231 0 24 Oct 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 394 450 0 20 Oct 2016
Deep Identity-aware Transfer of Facial Attributes Mu Li W. Zuo David C. Zhang CVBM 239 151 0 18 Oct 2016
Deep Feature Consistent Variational Autoencoder Xianxu Hou Linlin Shen Ke Sun Guoping Qiu DRL 99 0 0 02 Oct 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 98 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 176 146 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 98 106 0 16 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 1.1K 11,576 0 15 Sep 2016
Generative Visual Manipulation on the Natural Image Manifold Jun-Yan Zhu Philipp Krahenbuhl Eli Shechtman Alexei A. Efros GAN 442 1,430 0 12 Sep 2016
Style-Transfer via Texture-Synthesis Michael Elad P. Milanfar OOD 127 143 0 10 Sep 2016
Convolutional Network for Attribute-driven and Identity-preserving Human Face Generation Mu Li W. Zuo David C. Zhang CVBM 130 51 0 23 Aug 2016
Every Filter Extracts A Specific Texture In Convolutional Neural Networks Zhiqiang Xia Ce Zhu Z. Wang Qi Guo Yipeng Liu FAtt 124 2 0 15 Aug 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 332 297 0 27 Jul 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 405 3,972 0 27 Jul 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim Alex Schwing M. Hasegawa-Johnson Minh Do GAN VLM 359 1,212 0 26 Jul 2016
gvnn: Neural Network Library for Geometric Computer Vision Ankur Handa Michael Blösch Viorica Patraucean Simon Stent J. McCormac Andrew J. Davison ViT 203 100 0 25 Jul 2016
A Powerful Generative Model Using Random Weights for the Deep Image Representation Kun He Yan Wang John E. Hopcroft 191 79 0 15 Jun 2016
Photo Stylistic Brush: Robust Style Transfer via Superpixel-Based Bipartite Graph Jiaying Liu Wenhan Yang Xiaoyan Sun Wenjun Zeng 138 30 0 13 Jun 2016
Convolutional Sketch Inversion Yağmur Güçlütürk Umut Güçlü R. Lier Marcel van Gerven CVBM 138 66 0 09 Jun 2016
Incorporating long-range consistency in CNN-based texture generationInternational Conference on Learning Representations (ICLR), 2016 Guillaume Berger Roland Memisevic 3DV 230 52 0 03 Jun 2016
DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies Alexander G. Anderson C. P. Berg Daniel P. Mossing Bruno A. Olshausen 169 29 0 26 May 2016
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Chuan Li Michael Wand GAN 258 1,497 0 15 Apr 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 257 627 0 21 Mar 2016
Deep Shading: Convolutional Neural Networks for Screen-Space Shading Oliver Nalbach Elena Arabadzhiyska Dushyant Mehta Hans-Peter Seidel Tobias Ritschel FAtt 3DV 215 164 0 19 Mar 2016
Generating Images with Perceptual Similarity Metrics based on Deep Networks Alexey Dosovitskiy Thomas Brox DRL GAN 364 1,173 0 08 Feb 2016