Semi-Cycled Generative Adversarial Networks for Real-World Face Super-Resolution

8 May 2022

Papers citing "Semi-Cycled Generative Adversarial Networks for Real-World Face Super-Resolution"

47 / 47 papers shown

Title
MagicPortrait: Temporally Consistent Face Reenactment with 3D Geometric Guidance Mengting Wei Yante Li Tuomas Varanka Yan Jiang Guoying Zhao DiffM VGen 113 0 0 30 Apr 2025
GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors Jingwen He Wu Shi Kai Chen Lean Fu Chao Dong CVBM 43 64 0 14 Mar 2022
Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data Ran Yi Yong Liu Yu-kun Lai Paul L. Rosin 3DH GAN 47 22 0 08 Feb 2022
RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs Zhouxia Wang Jiawei Zhang Runjian Chen Wenping Wang Ping Luo CVBM 34 112 0 17 Jan 2022
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 100 1,149 0 22 Jul 2021
GAN Prior Embedded Network for Blind Face Restoration in the Wild Tao Yang Peiran Ren Xuansong Xie Lei Zhang GAN CVBM 72 276 0 13 May 2021
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution Gang Xu Jun Xu Zhen Li Liang Wang Xing Sun Ming-Ming Cheng SupR 80 94 0 21 Apr 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 68 445 0 11 Jan 2021
Deep Learning-based Face Super-Resolution: A Survey Junjun Jiang Chenyang Wang Xianming Liu Jiayi Ma SupR CVBM 56 129 0 11 Jan 2021
Learning Spatial Attention for Face Super-Resolution Chaofeng Chen Dihong Gong Hao Wang Zhifeng Li Kwan-Yee K. Wong CVBM SupR 3DH 51 163 0 02 Dec 2020
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 72 254 0 01 Dec 2020
Progressive Semantic-Aware Style Transformation for Blind Face Restoration Chaofeng Chen Xiaoming Li Lingbo Yang Xianhui Lin Lei Zhang Kwan-Yee K. Wong CVBM 60 150 0 18 Sep 2020
Blind Face Restoration via Deep Multi-scale Component Dictionaries Xiaoming Li Chaofeng Chen Shangchen Zhou Xianhui Lin W. Zuo Lei Zhang CVBM 52 174 0 02 Aug 2020
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Lingbo Yang Chang-rui Liu Pan Wang Shanshe Wang Peiran Ren Siwei Ma Wen Gao CVBM 68 126 0 11 May 2020
Deblurring by Realistic Blurring Kaihao Zhang Wenhan Luo Yiran Zhong Lin Ma B. Stenger Wei Liu Hongdong Li 62 359 0 04 Apr 2020
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution Yong Guo Jian Chen Jingdong Wang Qi Chen Jingyun Liang Zeshuai Deng Yanwu Xu Mingkui Tan SupR 55 281 0 16 Mar 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 240 549 0 08 Mar 2020
Unpaired Image Super-Resolution using Pseudo-Supervision S. Maeda SupR 46 156 0 26 Feb 2020
Facial Attribute Capsules for Noise Face Super Resolution J. Xin Nannan Wang Xinrui Jiang Jie Li Xinbo Gao Zhifeng Li CVBM SupR 33 27 0 16 Feb 2020
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 46 28 0 08 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 396 42,299 0 03 Dec 2019
Unsupervised Image Super-Resolution with an Indirect Supervised Path Zhen-Wen Han Enyan Dai Xu Jia Xiaoying Ren Shuaijun Chen Chunjing Xu Jianzhuang Liu Qi Tian 59 44 0 07 Oct 2019
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 173 169 0 20 Sep 2019
Exemplar Guided Face Image Super-Resolution without Facial Landmarks Berk Dogan Shuhang Gu Radu Timofte GAN CVBM 59 87 0 17 Jun 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 532 10,540 0 12 Dec 2018
Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks Yuan. Yuan Siyuan Liu Jiawei Zhang Yongbing Zhang Chao Dong Liang Lin SupR 75 438 0 03 Sep 2018
To learn image super-resolution, use a GAN to learn how to do image degradation first Adrian Bulat J. Yang Georgios Tzimiropoulos SupR 56 352 0 30 Jul 2018
Learning Warped Guidance for Blind Face Restoration Xiaoming Li Ming-Yu Liu Yuting Ye W. Zuo Liang Lin Ruigang Yang CVBM 3DH 52 142 0 13 Apr 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 155 4,433 0 16 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 329 11,734 0 11 Jan 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 130 1,490 0 04 Jan 2018
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs Adrian Bulat Georgios Tzimiropoulos SupR 62 305 0 07 Dec 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 161 3,932 0 30 Nov 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 123 1,940 0 08 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 111 5,554 0 30 Mar 2017
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) Adrian Bulat Georgios Tzimiropoulos 3DH CVBM 3DV 106 1,475 0 21 Mar 2017
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks Taeksoo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim GAN OOD 89 1,979 0 15 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 311 19,612 0 21 Nov 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 157 4,232 0 12 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 821 27,303 0 02 Dec 2015
WIDER FACE: A Face Detection Benchmark Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 96 1,592 0 20 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 346 13,134 0 12 Mar 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 322 19,609 0 09 Mar 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 296 18,587 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 252 10,394 0 06 Nov 2014