The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

11 January 2018

Papers citing "The Unreasonable Effectiveness of Deep Features as a Perceptual Metric"

50 / 6,005 papers shown

Title
StegaStamp: Invisible Hyperlinks in Physical Photographs Matthew Tancik B. Mildenhall Ren Ng WIGM 40 360 0 10 Apr 2019
Re-Identification Supervised Texture Generation Jian Wang Mingliang Xu Yachun Li Chi Zhang Yichen Wei 3DH 31 29 0 06 Apr 2019
TightCap: 3D Human Shape Capture with Clothing Tightness Field Xin Chen Anqi Pang Wei Yang Lan Xu Jingyi Yu 3DH 27 28 0 04 Apr 2019
Effective Aesthetics Prediction with Multi-level Spatially Pooled Features Vlad Hosu Bastian Goldlücke Dietmar Saupe 30 139 0 02 Apr 2019
Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks Zhe He Adrian Spurr Xucong Zhang Otmar Hilliges GAN 19 53 0 29 Mar 2019
PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain Sheng You Ning You Minxue Pan GAN 21 20 0 25 Mar 2019
Unsupervised Medical Image Translation Using Cycle-MedGAN Karim Armanious Chenming Jiang Sherif Abdulatif Thomas Kustner S. Gatidis Bin Yang MedIm 13 113 0 08 Mar 2019
Efficient Deep Neural Network for Photo-realistic Image Super-Resolution Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 27 27 0 06 Mar 2019
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation Manoj Kumar Mohammad Babaeizadeh D. Erhan Chelsea Finn Sergey Levine Laurent Dinh Durk Kingma VGen 25 131 0 04 Mar 2019
Quantifying Perceptual Distortion of Adversarial Examples Matt Jordan N. Manoj Surbhi Goel A. Dimakis 19 39 0 21 Feb 2019
Fully-Featured Attribute Transfer De Xie Muli Yang Cheng Deng Wen Liu Dacheng Tao GAN DiffM 19 7 0 17 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 24 1,419 0 16 Feb 2019
Towards Automatic Concept-based Explanations Amirata Ghorbani James Wexler James Zou Been Kim FAtt LRM 38 19 0 07 Feb 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 39 215 0 25 Jan 2019
Foreground-aware Image Inpainting Wei Xiong Jiahui Yu Zhe Lin Jimei Yang Xin Lu Connelly Barnes Jiebo Luo 19 341 0 17 Jan 2019
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation Kancharagunta Kishan Babu S. Dubey GAN 32 56 0 11 Jan 2019
Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture Ning Yu Connelly Barnes Eli Shechtman Sohrab Amirghodsi M. Lukác 29 50 0 11 Jan 2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery Ryan Webster Julien Rabin Loïc Simon F. Jurie GAN 14 99 0 09 Jan 2019
Fast Perceptual Image Enhancement Etienne de Stoutz Andrey D. Ignatov Nikolay Kobyshev Radu Timofte Luc Van Gool 24 19 0 31 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 318 10,391 0 12 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 25 66 0 10 Dec 2018
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras S. Pini Guido Borghi R. Vezzani GAN 62 22 0 05 Dec 2018
Learning to Take Directions One Step at a Time Qiyang Hu Adrian Waelchli Tiziano Portenier Matthias Zwicker Paolo Favaro GAN VGen 22 12 0 05 Dec 2018
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 27 693 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 23 84 0 02 Dec 2018
Why Are Deep Representations Good Perceptual Quality Features? Taimoor Tariq Okan Tarhan Tursun Munchurl Kim Piotr Didyk SSL 24 1 0 02 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 173 85 0 29 Nov 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 19 208 0 28 Nov 2018
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 27 3 0 20 Nov 2018
Style and Content Disentanglement in Generative Adversarial Networks Hadi Kazemi Seyed Mehdi Iranmanesh Nasser M. Nasrabadi GAN DRL 34 69 0 14 Nov 2018
The 2018 PIRM Challenge on Perceptual Image Super-resolution Yochai Blau Roey Mechrez Radu Timofte T. Michaeli Lihi Zelnik-Manor SupR 36 457 0 20 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 36 1,373 0 19 Sep 2018
Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs Karim Armanious S. Gatidis K. Nikolaou Bin Yang Thomas Kustner MedIm 27 39 0 17 Sep 2018
Generative Adversarial Frontal View to Bird View Synthesis Xinge Zhu Zhichao Yin Jianping Shi Hongsheng Li Dahua Lin GAN 18 52 0 01 Aug 2018
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution Muhammad Waleed Gondal Bernhard Schölkopf M. Hirsch SupR 20 48 0 31 Jul 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 22 145 0 30 Jul 2018
Motivating the Rules of the Game for Adversarial Example Research Justin Gilmer Ryan P. Adams Ian Goodfellow David G. Andersen George E. Dahl AAML 50 226 0 18 Jul 2018
Visual Reinforcement Learning with Imagined Goals Ashvin Nair Vitchyr H. Pong Murtaza Dalal Shikhar Bahl Steven Lin Sergey Levine SSL 43 535 0 12 Jul 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 14 541 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 28 51 0 16 Jun 2018
Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution Alice Lucas Santiago López-Tapia Rafael Molina Aggelos K. Katsaggelos GAN SupR 41 173 0 14 Jun 2018
Adversarial Scene Editing: Automatic Object Removal from Weak Supervision Rakshith Shetty Mario Fritz Bernt Schiele OCL GAN 11 93 0 05 Jun 2018
Why do deep convolutional networks generalize so poorly to small image transformations? Aharon Azulay Yair Weiss 37 557 0 30 May 2018
Stereo Magnification: Learning View Synthesis using Multiplane Images Tinghui Zhou Richard Tucker John Flynn Graham Fyffe Noah Snavely 3DV 25 380 0 24 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 25 240 0 24 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
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 30 450 0 04 Apr 2018
Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart Chao Yang Yuhang Song Xiaofeng Liu Qingming Tang C.-C. Jay Kuo GAN 19 25 0 23 Mar 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 30 604 0 20 Mar 2018
Maintaining Natural Image Statistics with the Contextual Loss Roey Mechrez Itamar Talmi Firas Shama Lihi Zelnik-Manor GAN 40 94 0 13 Mar 2018