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
"Factual" or "Emotional": Stylized Image Captioning with Adaptive Learning and Attention Tianlang Chen Zhongping Zhang Quanzeng You Chen Fang Zhaowen Wang Hailin Jin Jiebo Luo 19 86 0 10 Jul 2018
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction Maximilian Seitzer Guang Yang Jo Schlemper Ozan Oktay Tobias Würfl ... R. Mohiaddin D. Firmin J. Keegan Daniel Rueckert Andreas K. Maier MedIm 27 102 0 28 Jun 2018
Unsupervised Learning of Object Landmarks through Conditional Image Generation Tomas Jakab Ankush Gupta Hakan Bilen Andrea Vedaldi SSL 19 252 0 20 Jun 2018
FrankenGAN: Guided Detail Synthesis for Building Mass-Models Using Style-Synchonized GANs Tom Kelly Paul Guerrero A. Steed Peter Wonka Niloy J. Mitra 26 39 0 19 Jun 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 14 536 0 17 Jun 2018
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention Chao Yang Taehwan Kim Ruizhe Wang Hao Peng C.-C. Jay Kuo 23 51 0 16 Jun 2018
One-Shot Unsupervised Cross Domain Translation Sagie Benaim Lior Wolf 21 130 0 15 Jun 2018
Single Image Reflection Separation with Perceptual Losses X. Zhang Ren Ng Qifeng Chen 28 315 0 14 Jun 2018
A Unified Framework for Generalizable Style Transfer: Style and Content Separation Yexun Zhang Ya-Qin Zhang Wenbin Cai 24 40 0 13 Jun 2018
Free-Form Image Inpainting with Gated Convolution Jiahui Yu Zhe-nan Lin Jimei Yang Xiaohui Shen Xin Lu Thomas Huang DRL 13 1,699 0 10 Jun 2018
Deep Image Compression via End-to-End Learning Haojie Liu Tong Chen Qiu Shen Tao Yue Zhan Ma 16 41 0 05 Jun 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation Riccardo Volpi Hongseok Namkoong Ozan Sener John C. Duchi Vittorio Murino Silvio Savarese OOD 41 768 0 30 May 2018
Face hallucination using cascaded super-resolution and identity priors Klemen Grm Simon Dobrišek Walter J. Scheirer Vitomir Štruc SupR 25 92 0 28 May 2018
Deep CT to MR Synthesis using Paired and Unpaired Data Cheng-Bin Jin Hakil Kim Wonmo Jung Seongsu Joo Eunsik Park Young Saem Ahn I. Han Jae-Il Lee X. Cui MedIm 16 191 0 28 May 2018
Intrinsic Image Transformation via Scale Space Decomposition Lechao Cheng Chengyi Zhang Zicheng Liao 23 39 0 25 May 2018
Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations M. Gadermayr Laxmi Gupta B. Klinkhammer P. Boor Dorit Merhof GAN MedIm 26 21 0 25 May 2018
A hybrid approach of interpolations and CNN to obtain super-resolution Member Ieee Ram Krishna Pandey S. M. I. A G Ramakrishnan SupR 22 5 0 23 May 2018
Image Restoration by Estimating Frequency Distribution of Local Patches Jaeyoung Yoo S. Lee Nojun Kwak 23 57 0 23 May 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 52 1,308 0 23 May 2018
Generative Creativity: Adversarial Learning for Bionic Design Simiao Yu Hao Dong Pan Wang Chao Wu Yike Guo GAN 22 7 0 19 May 2018
XOGAN: One-to-Many Unsupervised Image-to-Image Translation Yongqi Zhang ViT GAN 18 9 0 18 May 2018
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations Weili Nie Yang Zhang Ankit B. Patel FAtt 6 151 0 18 May 2018
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach Jingjing Xu Xu Sun Qi Zeng Xuancheng Ren Xiaodong Zhang Houfeng Wang Wenjie Li 8 208 0 14 May 2018
Arbitrary Style Transfer with Deep Feature Reshuffle Shuyang Gu Congliang Chen Jing Liao Lu Yuan OOD 27 184 0 10 May 2018
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting Yuhang Song Chao Yang Yeji Shen Peng Wang Qin Huang C.-C. Jay Kuo 35 175 0 09 May 2018
Learning image-to-image translation using paired and unpaired training samples S. Tripathy Juho Kannala Esa Rahtu 22 42 0 08 May 2018
Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval Lin Wu Yang Wang Ling Shao GAN 25 229 0 30 Apr 2018
Mask-aware Photorealistic Face Attribute Manipulation Ruoqi Sun Chen Huang Jianping Shi Lizhuang Ma GAN CVBM 22 26 0 24 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 22 263 0 16 Apr 2018
Learning Deep Sketch Abstraction U. Muhammad Yongxin Yang Yi-Zhe Song Tao Xiang Timothy M. Hospedales 18 95 0 13 Apr 2018
Talking Face Generation by Conditional Recurrent Adversarial Network Yang Song Jingwen Zhu Dawei Li Xiaolong Wang Hairong Qi CVBM 24 192 0 13 Apr 2018
Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI Sahin Olut Y. Sahin Ugur Demir Gözde B. Ünal MedIm GAN 21 66 0 12 Apr 2018
Learning to Extract a Video Sequence from a Single Motion-Blurred Image Meiguang Jin Givi Meishvili Paolo Favaro 17 113 0 11 Apr 2018
Deep Painterly Harmonization Fujun Luan Sylvain Paris Eli Shechtman Kavita Bala 21 69 0 09 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 12 551 0 09 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 28 450 0 04 Apr 2018
Conditional End-to-End Audio Transforms Albert Haque Michelle Guo Prateek Verma 17 41 0 30 Mar 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images Muhammad Haris Gregory Shakhnarovich Norimichi Ukita 33 172 0 30 Mar 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 31 405 0 29 Mar 2018
Lip Movements Generation at a Glance Lele Chen Zhiheng Li R. Maddox Z. Duan Chenliang Xu 20 259 0 28 Mar 2018
SUNLayer: Stable denoising with generative networks D. Mixon Soledad Villar 17 21 0 25 Mar 2018
Fictitious GAN: Training GANs with Historical Models Hao Ge Yin Xia Xu Chen R. Berry Ying Nian Wu AI4CE GAN 19 29 0 23 Mar 2018
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari GAN 16 40 0 22 Mar 2018
Patch-Based Image Inpainting with Generative Adversarial Networks Ugur Demir Gözde B. Ünal GAN 14 253 0 20 Mar 2018
Attention-GAN for Object Transfiguration in Wild Images Xinyuan Chen Chang Xu Xiaokang Yang Dacheng Tao 21 176 0 19 Mar 2018
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size Yuta Hiasa Y. Otake Masaki Takao Takumi Matsuoka K. Takashima Jerry L. Prince Nobuhiko Sugano Yoshinobu Sato GAN MedIm 14 196 0 18 Mar 2018
Fast End-to-End Trainable Guided Filter Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang 17 227 0 15 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 22 1,318 0 07 Mar 2018
The Contextual Loss for Image Transformation with Non-Aligned Data Roey Mechrez Itamar Talmi Lihi Zelnik-Manor 28 386 0 06 Mar 2018
Occupancy Map Prediction Using Generative and Fully Convolutional Networks for Vehicle Navigation Kapil D. Katyal K. Popek Chris Paxton Joseph L. Moore Kevin C. Wolfe Philippe Burlina Gregory Hager GAN 27 11 0 06 Mar 2018