Towards Real-World Blind Face Restoration with Generative Diffusion Prior

25 December 2023

Papers citing "Towards Real-World Blind Face Restoration with Generative Diffusion Prior"

33 / 33 papers shown

Title
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao Jinjin Gu Yulun Zhang Xiucheng Wang Nan Cheng DiffM 95 4 0 05 Oct 2024
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples Haoyu Zhang Raghavendra Ramachandra Kiran Raja Christoph Busch CVBM 62 2 0 09 Sep 2024
AS-FIBA: Adaptive Selective Frequency-Injection for Backdoor Attack on Deep Face Restoration Zhenbo Song Wenhao Gao Kaihao Zhang Wenhan Luo AAML 69 0 0 11 Mar 2024
Score-Based Diffusion Models as Principled Priors for Inverse Imaging Berthy Feng Jamie Smith Michael Rubinstein Huiwen Chang Katherine Bouman William T. Freeman DiffM 105 94 0 23 Apr 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 105 4,074 1 10 Feb 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 77 2,275 0 19 Dec 2022
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 44 63 0 04 Dec 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 328 1,396 0 24 Jan 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
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 357 15,373 0 20 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 70 273 0 05 Dec 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 469 1,627 0 10 Nov 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 50 127 0 18 Aug 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
Joint Face Image Restoration and Frontalization for Recognition X. Tu Jian-jun Zhao Qiankun Liu W. Ai G. Guo Zhifeng Li Wei Liu Jiashi Feng CVBM 63 55 0 12 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 181 7,765 0 11 May 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 291 3,648 0 18 Feb 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
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 213 7,294 0 06 Oct 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
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
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
Progressive Face Super-Resolution via Attention to Facial Landmark Deok-Hun Kim Minseon Kim Gihyun Kwon Daeshik Kim SupR CVBM 45 137 0 22 Aug 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 529 10,540 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 52 142 0 13 Apr 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 70 979 0 09 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 327 11,734 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 79 481 0 29 Nov 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 171 5,891 0 10 Jul 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,813 0 17 Apr 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 175 4,349 0 20 Mar 2017
WIDER FACE: A Face Detection Benchmark Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 96 1,592 0 20 Nov 2015