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Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model

5 October 2024

Papers citing "Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model"

47 / 47 papers shown

Title
HonestFace: Towards Honest Face Restoration with One-Step Diffusion Model Jingkai Wang Wu Miao Jue Gong Z. Chen Xing Liu Hong Gu Yutong Liu Yulun Zhang DiffM 53 0 0 24 May 2025
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results Zheng Chen Jun Wang Kai Liu Jue Gong Lei Sun ... J. Lee C. Lee Chih-Chung Hsu Hu Peng Chunming He 118 11 0 20 Apr 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 106 0 0 21 Mar 2025
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 106 156 0 24 Jan 2024
Towards Real-World Blind Face Restoration with Generative Diffusion Prior Xiaoxu Chen Jingfan Tan Tao Wang Kaihao Zhang Wenhan Luo Xiaocun Cao DiffM 91 21 0 25 Dec 2023
ControlNet-XS: Designing an Efficient and Effective Architecture for Controlling Text-to-Image Diffusion Models Denis Zavadski Johann-Friedrich Feiden Carsten Rother DiffM 81 10 0 11 Dec 2023
Image Super-Resolution with Text Prompt Diffusion Zheng Chen Yulun Zhang Jinjin Gu Xin Yuan Linghe Kong Guihai Chen Xiaokang Yang DiffM 152 21 0 24 Nov 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior X. Lin Jingwen He Zi-Yuan Chen Zhaoyang Lyu Bo Dai Ben Fei Wanli Ouyang Yu Qiao Chao Dong DiffM 114 212 0 29 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 65 63 0 09 Aug 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu Lingyu Kong X. Yuan DiffM 120 74 0 22 May 2023
DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration Zhixin Wang Xiaoyun Zhang Ziying Zhang Huangjie Zheng Mingyuan Zhou Ya Zhang Yanfeng Wang DiffM 84 74 0 13 Mar 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Zhongang Qi Ying Shan Xiaohu Qie DiffM 180 1,038 0 16 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 282 4,192 1 10 Feb 2023
Learning Dual Memory Dictionaries for Blind Face Restoration Xiaoming Li Shiguang Zhang Shangchen Zhou Lei Zhang W. Zuo CVBM 64 37 0 15 Oct 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 210 3,982 0 26 Jul 2022
Exploring CLIP for Assessing the Look and Feel of Images Jianyi Wang Kelvin C. K. Chan Chen Change Loy VLM 163 585 0 25 Jul 2022
Towards Robust Blind Face Restoration with Codebook Lookup Transformer Shangchen Zhou Kelvin C. K. Chan Chongyi Li Chen Change Loy CVBM 79 239 0 22 Jun 2022
VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder Yuchao Gu Xintao Wang Liangbin Xie Chao Dong Gengyan Li Ying Shan Mingg-Ming Cheng 82 124 0 13 May 2022
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 124 343 0 19 Apr 2022
RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs Zhouxia Wang Jiawei Zhang Runjian Chen Wenping Wang Ping Luo CVBM 69 113 0 17 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 606 15,845 0 20 Dec 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 237 687 0 12 Aug 2021
GAN Prior Embedded Network for Blind Face Restoration in the Wild Tao Yang Peiran Ren Xuansong Xie Lei Zhang GAN CVBM 103 280 0 13 May 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,053 0 26 Feb 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 96 456 0 11 Jan 2021
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 116 256 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 95 155 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 73 177 0 02 Aug 2020
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 89 201 0 23 Jul 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 261 555 0 08 Mar 2020
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 92 318 0 15 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 400 5,846 0 03 Dec 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 129 1,127 0 25 Jul 2019
Exemplar Guided Face Image Super-Resolution without Facial Landmarks Berk Dogan Shuhang Gu Radu Timofte GAN CVBM 84 87 0 17 Jun 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 835 10,626 0 12 Dec 2018
Learning Warped Guidance for Blind Face Restoration Xiaoming Li Ming-Yu Liu Yuting Ye W. Zuo Liang Lin Ruigang Yang CVBM 3DH 67 144 0 13 Apr 2018
Deep Semantic Face Deblurring Ziyi Shen Wei-Sheng Lai Tingfa Xu Jan Kautz Ming-Hsuan Yang CVBM 94 195 0 09 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 426 11,982 0 11 Jan 2018
FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors Yu Chen Ying Tai Xiaoming Liu Chunhua Shen Jian Yang SupR 89 486 0 29 Nov 2017
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jirí Matas 3DV 139 1,465 0 19 Nov 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 170 2,645 0 23 Oct 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 220 5,942 0 10 Jul 2017
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 193 7,059 0 13 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 2.0K 77,774 0 18 May 2015
Compression Artifacts Reduction by a Deep Convolutional Network Chao Dong Yubin Deng Chen Change Loy Xiaoou Tang SupR 58 799 0 27 Apr 2015
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 141 2,013 0 28 Nov 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 274 8,446 0 28 Nov 2014