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
XOGAN: One-to-Many Unsupervised Image-to-Image Translation Yongqi Zhang ViT GAN 18 9 0 18 May 2018
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Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach Jingjing Xu Xu Sun Qi Zeng Xuancheng Ren Xiaodong Zhang Houfeng Wang Wenjie Li 10 208 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 27 229 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 27 192 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 15 551 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 19 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 20 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 17 253 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
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 14 115 0 28 Feb 2018
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network Hongming Shan Yi Zhang Qingsong Yang Uwe Krüger M. Kalra Ling Sun W. Cong Ge Wang MedIm 24 349 0 15 Feb 2018
Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network W. Dong Mingrui Yuan Xin Li Guangming Shi GAN 33 32 0 13 Feb 2018
VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control Jingwei Zhang L. Tai Peng Yun Yufeng Xiong Ming-Yu Liu Joschka Boedecker Wolfram Burgard 21 121 0 01 Feb 2018
DeepSIC: Deep Semantic Image Compression Sihui Luo Yezhou Yang Mingli Song 25 46 0 29 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 20 336 0 16 Jan 2018
CANDY: Conditional Adversarial Networks based Fully End-to-End System for Single Image Haze Removal Kunal Swami Saikat Kumar Das DiffM 28 36 0 09 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 12 305 0 09 Jan 2018
Improved Style Transfer by Respecting Inter-layer Correlations Mao-Chuang Yeh Shuai Tang 23 10 0 05 Jan 2018
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Peilun Li Xiaodan Liang Daoyuan Jia Eric P. Xing 21 94 0 05 Jan 2018
What have we learned from deep representations for action recognition? Christoph Feichtenhofer A. Pinz Richard P. Wildes Andrew Zisserman SSL 20 47 0 04 Jan 2018
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs Xing Di Vishal M. Patel CVBM GAN 36 35 0 30 Dec 2017
Deformable GANs for Pose-based Human Image Generation Aliaksandr Siarohin E. Sangineto Stéphane Lathuilière N. Sebe 3DH GAN 34 449 0 29 Dec 2017
Aerial Spectral Super-Resolution using Conditional Adversarial Networks Aneesh Rangnekar Nilay Mokashi Emmett Ientilucci Christopher Kanan Matthew Hoffman 3DPC GAN 21 26 0 23 Dec 2017
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations K. Zhang W. Zuo Lei Zhang SupR 44 902 0 17 Dec 2017
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 23 92 0 12 Dec 2017
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 28 350 0 06 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao W. Liu Shih-Fu Chang 29 286 0 05 Dec 2017
Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen Junzhi Yu Shihan Kong Zhengxing Wu Xi Fang Li Wen GAN 21 94 0 03 Dec 2017
Parallel WaveNet: Fast High-Fidelity Speech Synthesis Aaron van den Oord Yazhe Li Igor Babuschkin Karen Simonyan Oriol Vinyals ... Alex Graves Helen King T. Walters Dan Belov Demis Hassabis 36 855 0 28 Nov 2017