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
Stereoscopic Neural Style Transfer Dongdong Chen Lu Yuan Jing Liao Nenghai Yu G. Hua 27 113 0 28 Feb 2018
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 33 117 0 28 Feb 2018
Neural Stereoscopic Image Style Transfer Xinyu Gong Haozhi Huang Lin Ma Fumin Shen Wei Liu Tong Zhang GAN 21 30 0 27 Feb 2018
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network Zizhao Zhang Yuanpu Xie Ling Yang EGVM 32 304 0 26 Feb 2018
Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields Yongcheng Jing Yang Liu Yezhou Yang Zunlei Feng Yizhou Yu Dacheng Tao Xiuming Zhang 38 118 0 20 Feb 2018
Are Generative Classifiers More Robust to Adversarial Attacks? Yingzhen Li John Bradshaw Yash Sharma AAML 57 78 0 19 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 Mannudeep K. Kalra Ling Sun W. Cong Ge Wang MedIm 27 349 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 41 32 0 13 Feb 2018
Triplet-based Deep Similarity Learning for Person Re-Identification Wentong Liao M. Yang Ni Zhan Bodo Rosenhahn 43 34 0 09 Feb 2018
Face Destylization Fatemeh Shiri Xin-Yao Yu Fatih Porikli Piotr Koniusz CVBM 18 14 0 05 Feb 2018
VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control Jingwei Zhang L. Tai Peng Yun Yufeng Xiong Ming Liu Joschka Boedecker Wolfram Burgard 21 122 0 01 Feb 2018
SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks Xi Cheng Xiang Li Ying Tai Jian Yang 26 57 0 31 Jan 2018
DeepSIC: Deep Semantic Image Compression Sihui Luo Yezhou Yang Xiuming Zhang 33 46 0 29 Jan 2018
Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao Lin Yang Ronald M. Summers MedIm 49 13 0 25 Jan 2018
Non-Adversarial Unsupervised Word Translation Yedid Hoshen Lior Wolf 27 119 0 18 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 29 336 0 16 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 46 11,462 0 11 Jan 2018
CANDY: Conditional Adversarial Networks based Fully End-to-End System for Single Image Haze Removal Kunal Swami Saikat Kumar Das DiffM 38 36 0 09 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 28 305 0 09 Jan 2018
Generating Adversarial Examples with Adversarial Networks Chaowei Xiao Bo Li Jun-Yan Zhu Warren He M. Liu D. Song GAN AAML 39 890 0 08 Jan 2018
Improved Style Transfer by Respecting Inter-layer Correlations Mao-Chuang Yeh Shuai Tang 25 10 0 05 Jan 2018
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Peilun Li Xiaodan Liang Daoyuan Jia Eric Xing 23 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 31 47 0 04 Jan 2018
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs Xing Di Vishal M. Patel CVBM GAN 39 36 0 30 Dec 2017
Deformable GANs for Pose-based Human Image Generation Aliaksandr Siarohin E. Sangineto Stéphane Lathuilière N. Sebe 3DH GAN 36 451 0 29 Dec 2017
Aerial Spectral Super-Resolution using Conditional Adversarial Networks Aneesh Rangnekar Nilay Mokashi Emmett Ientilucci Christopher Kanan Matthew Hoffman 3DPC GAN 24 26 0 23 Dec 2017
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Peng Sun W. Zuo Lei Zhang SupR 61 904 0 17 Dec 2017
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 33 92 0 12 Dec 2017
Learned Perceptual Image Enhancement Hossein Talebi Esfandarani P. Milanfar 24 80 0 07 Dec 2017
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 31 351 0 06 Dec 2017
Learning to Forecast Videos of Human Activity with Multi-granularity Models and Adaptive Rendering Mengyao Zhai Jiacheng Chen Ruizhi Deng Lei Chen Ligeng Zhu Greg Mori 3DH 26 2 0 05 Dec 2017
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wen Liu Shih-Fu Chang 33 286 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
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 69 1,344 0 30 Nov 2017
Parallel-Data-Free Voice Conversion Using Cycle-Consistent Adversarial Networks Takuhiro Kaneko Hirokazu Kameoka 29 202 0 30 Nov 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 38 856 0 28 Nov 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 27 623 0 28 Nov 2017
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Chao Wang Haiyong Zheng Zhibin Yu Ziqiang Zheng Zhaorui Gu Bing Zheng SSeg GAN 32 56 0 27 Nov 2017
Personalized and Occupational-aware Age Progression by Generative Adversarial Networks Siyu Zhou Weiqiang Zhao Jiashi Feng Hanjiang Lai Yan Pan Jian Yin Shuicheng Yan CVBM 28 13 0 26 Nov 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 29 143 0 23 Nov 2017
VITON: An Image-based Virtual Try-on Network Xintong Han Zuxuan Wu Zhe Wu Ruichi Yu L. Davis 3DH 63 571 0 22 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 44 1,038 0 20 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 42 901 0 19 Nov 2017
Separating Style and Content for Generalized Style Transfer Yexun Zhang Ya Zhang Wenbin Cai Jie Chang 39 174 0 17 Nov 2017
Chinese Typeface Transformation with Hierarchical Adversarial Network Jie Chang Yujun Gu Ya Zhang GAN 27 10 0 17 Nov 2017
Two Birds with One Stone: Transforming and Generating Facial Images with Iterative GAN Dan Ma B. Liu Zhao Kang Jiayu Zhou Jianke Zhu Zenglin Xu CVBM GAN 26 6 0 16 Nov 2017
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 82 797 0 16 Nov 2017
Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks Joost R. van Amersfoort Wenzhe Shi Alejandro Acosta Francisco Massa J. Totz Zehan Wang Jose Caballero GAN 13 40 0 16 Nov 2017
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings Amelie Royer Konstantinos Bousmalis Stephan Gouws Fred Bertsch Inbar Mosseri Forrester Cole Kevin Patrick Murphy GAN 34 142 0 14 Nov 2017
Be Your Own Prada: Fashion Synthesis with Structural Coherence Shizhan Zhu Sanja Fidler R. Urtasun Dahua Lin Chen Change Loy 29 275 0 19 Oct 2017