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 / 6,609 papers shown

Title
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
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search Hao Chen Ilaria Chillotti Yihe Dong Oxana Poburinnaya Ilya P. Razenshteyn M. Riazi 33 58 0 03 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 24 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
Quality-aware Unpaired Image-to-Image Translation Lei Chen Le Wu Zhenzhen Hu Ming Wang GAN 11 48 0 15 Mar 2019
Unsupervised Medical Image Translation Using Cycle-MedGAN Karim Armanious Chenming Jiang Sherif Abdulatif Thomas Kustner S. Gatidis Bin Yang MedIm 30 113 0 08 Mar 2019
Efficient Deep Neural Network for Photo-realistic Image Super-Resolution Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 32 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 24 7 0 17 Feb 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 36 1,426 0 16 Feb 2019
Towards Automatic Concept-based Explanations Amirata Ghorbani James Wexler James Zou Been Kim FAtt LRM 45 20 0 07 Feb 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 44 215 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 45 57 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 19 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 397 10,443 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
Privacy Partitioning: Protecting User Data During the Deep Learning Inference Phase Jianfeng Chi Emmanuel Owusu Xuwang Yin Tong Yu William Chan P. Tague Yuan Tian FedML 27 28 0 07 Dec 2018
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras S. Pini Guido Borghi R. Vezzani GAN 64 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 27 702 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 28 84 0 02 Dec 2018
Why Are Deep Representations Good Perceptual Quality Features? Taimoor Tariq Okan Tarhan Tursun Munchurl Kim Piotr Didyk SSL 47 1 0 02 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 177 86 0 29 Nov 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 24 208 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 41 459 0 20 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 49 1,379 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 52 39 0 17 Sep 2018
IEA: Inner Ensemble Average within a convolutional neural network Abduallah A. Mohamed Xinrui Hua Xianda Zhou Christian G. Claudel 21 1 0 30 Aug 2018
Learning Blind Video Temporal Consistency Wei-Sheng Lai Jia-Bin Huang Oliver Wang Eli Shechtman Ersin Yumer Ming-Hsuan Yang 31 363 0 01 Aug 2018
Generative Adversarial Frontal View to Bird View Synthesis Xinge Zhu Zhichao Yin Jianping Shi Hongsheng Li Dahua Lin GAN 23 52 0 01 Aug 2018
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution Muhammad Waleed Gondal Bernhard Schölkopf M. Hirsch SupR 32 48 0 31 Jul 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 22 146 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 55 226 0 18 Jul 2018
Visual Reinforcement Learning with Imagined Goals Ashvin Nair Vitchyr H. Pong Murtaza Dalal Shikhar Bahl Steven Lin Sergey Levine SSL 45 539 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 31 543 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 41 174 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 37 558 0 30 May 2018
Stereo Magnification: Learning View Synthesis using Multiplane Images Tinghui Zhou Richard Tucker John Flynn Graham Fyffe Noah Snavely 3DV 42 381 0 24 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 30 240 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