The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

11 January 2018

Richard Y. Zhang

Alexei A. Efros

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

14 / 6,064 papers shown

Title
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 42 380 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
Adversarial Network Compression Vasileios Belagiannis Azade Farshad Fabio Galasso GAN AAML 14 58 0 28 Mar 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 27 25 0 23 Mar 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 30 605 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
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville GAN 23 420 0 27 Feb 2018
Are Generative Classifiers More Robust to Adversarial Attacks? Yingzhen Li John Bradshaw Yash Sharma AAML 57 78 0 19 Feb 2018
Learned Perceptual Image Enhancement Hossein Talebi Esfandarani P. Milanfar 24 80 0 07 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 73 1,345 0 30 Nov 2017
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 82 797 0 16 Nov 2017