Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

30 March 2020

Xiaohang Zhan

Ping Luo

Papers citing "Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation"

35 / 35 papers shown

Title
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 62 0 0 25 Apr 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Andrew Zhang Radu Timofte SupR 49 0 0 18 Mar 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 70 0 0 21 Jan 2025
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution Bingwen Hu Heng Liu Zhedong Zheng Ping Liu SupR 81 0 0 16 Dec 2024
Lightening Anything in Medical Images Ben Fei Yixuan Li Weidong Yang Hengjun Gao Jingyi Xu Lipeng Ma Yatian Yang Pinghong Zhou MedIm 14 2 0 01 Jun 2024
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 15 3 0 12 Dec 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 31 10 0 02 Jul 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 12 22 0 31 May 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 19 19 0 26 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 14 275 0 11 May 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 20 176 0 03 Apr 2023
DiffCollage: Parallel Generation of Large Content with Diffusion Models Qinsheng Zhang Jiaming Song Xun Huang Yongxin Chen Ming-Yu Liu DiffM 11 82 0 30 Mar 2023
QCM-SGM+: Improved Quantized Compressed Sensing With Score-Based Generative Models Xiangming Meng Y. Kabashima 17 1 0 02 Feb 2023
High-fidelity 3D GAN Inversion by Pseudo-multi-view Optimization Jiaxin Xie Hao Ouyang Jingtan Piao Chenyang Lei Qifeng Chen 13 67 0 28 Nov 2022
Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution Jiahui Zhang Fangneng Zhan Yingchen Yu Rongliang Wu Xiaoqin Zhang Shijian Lu 23 4 0 04 Aug 2022
GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond Kelvin C. K. Chan Xiangyu Xu Xintao Wang Jinwei Gu Chen Change Loy 15 22 0 29 Jul 2022
3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image Hao Wang Wenhao Shen S. Hoi Chun Miao C. Miao 3DH CVBM 25 4 0 29 Jul 2022
Rewriting Geometric Rules of a GAN Sheng-Yu Wang David Bau Jun-Yan Zhu 19 35 0 28 Jul 2022
Cross-Modal 3D Shape Generation and Manipulation Zezhou Cheng Menglei Chai Jian Ren Hsin-Ying Lee Kyle Olszewski Zeng Huang Subhransu Maji Sergey Tulyakov 29 31 0 24 Jul 2022
Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration Xin Feng Haobo Ji Wenjie Pei Fanglin Chen Guangming Lu 9 4 0 16 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 33 38 0 03 Jul 2022
Landscape Learning for Neural Network Inversion Ruoshi Liu Chen-Guang Mao Purva Tendulkar Hongya Wang Carl Vondrick 16 8 0 17 Jun 2022
Blended Latent Diffusion Omri Avrahami Ohad Fried Dani Lischinski DiffM 24 368 0 06 Jun 2022
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CLIP 11 376 0 09 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 14 260 0 30 Nov 2021
Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models P. Majumdar S. Mittal Richa Singh Mayank Vatsa CVBM 16 19 0 14 Aug 2021
Responsible Disclosure of Generative Models Using Scalable Fingerprinting Ning Yu Vladislav Skripniuk Dingfan Chen Larry S. Davis Mario Fritz WIGM 17 89 0 16 Dec 2020
Bayesian Image Reconstruction using Deep Generative Models Razvan V. Marinescu Daniel Moyer Polina Golland OOD DiffM 16 37 0 08 Dec 2020
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Jinwei Gu Chen Change Loy 11 249 0 01 Dec 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 12 480 0 25 Nov 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 180 536 0 08 Mar 2020
Real or Not Real, that is the Question Yuanbo Xiangli Yubin Deng Bo Dai Chen Change Loy Dahua Lin GAN 62 47 0 12 Feb 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Latent Convolutional Models ShahRukh Athar E. Burnaev Victor Lempitsky DRL BDL SSL 32 19 0 16 Jun 2018
Inverting The Generator Of A Generative Adversarial Network Antonia Creswell Anil Anthony Bharath GAN 151 337 0 17 Nov 2016