MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration

15 July 2024

Papers citing "MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration"

33 / 33 papers shown

Title
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 152 1 0 05 Dec 2024
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 197 1 0 27 Nov 2024
PromptCIR: Blind Compressed Image Restoration with Prompt Learning Bingchen Li Xin Li Yiting Lu Ruoyu Feng Mengxi Guo Shijie Zhao Li Zhang Zhibo Chen 87 15 0 26 Apr 2024
SeD: Semantic-Aware Discriminator for Image Super-Resolution Bingchen Li Xin Li Hanxin Zhu Yeying Jin Ruoyu Feng Zhizheng Zhang Zhibo Chen SupR 92 22 0 29 Feb 2024
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 72 26 0 08 Dec 2023
Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration Yuang Ai Huaibo Huang Xiaoqiang Zhou Jiexiang Wang Ran He DiffM 58 28 0 05 Dec 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 88 45 0 16 Oct 2023
Prompt-tuning latent diffusion models for inverse problems Hyungjin Chung Jong Chul Ye P. Milanfar M. Delbracio DiffM 76 43 0 02 Oct 2023
From Sparse to Soft Mixtures of Experts J. Puigcerver C. Riquelme Basil Mustafa N. Houlsby MoE 160 126 0 02 Aug 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 111 311 0 11 May 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 121 1,027 0 16 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 148 4,113 1 10 Feb 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 89 167 0 27 Jan 2023
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Yinhuai Wang Jiwen Yu Jian Zhang DiffM 107 452 0 01 Dec 2022
DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity Yeying Jin W. Ye Wenhan Yang Yuan. Yuan R. Tan DiffM 118 26 0 15 Nov 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 190 3,482 0 16 Oct 2022
Diffusion Posterior Sampling for General Noisy Inverse Problems Hyungjin Chung Jeongsol Kim Michael T. McCann M. Klasky J. C. Ye DiffM 111 844 0 29 Sep 2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results Ren Yang Radu Timofte Xin Li Qi Zhang Lin Zhang ... Yijian Zhang Mao Ye Dengyan Luo Xiaofeng Pan L. Peng SupR 79 30 0 23 Aug 2022
Pro-tuning: Unified Prompt Tuning for Vision Tasks Xing Nie Bolin Ni Jianlong Chang Gaomeng Meng Chunlei Huo Zhaoxiang Zhang Shiming Xiang Qi Tian Chunhong Pan AAML VPVLM VLM 99 74 0 28 Jul 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 78 327 0 19 Apr 2022
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 153 1,627 0 23 Mar 2022
Mixture-of-Experts with Expert Choice Routing Yan-Quan Zhou Tao Lei Han-Chu Liu Nan Du Yanping Huang Vincent Zhao Andrew M. Dai Zhifeng Chen Quoc V. Le James Laudon MoE 298 358 0 18 Feb 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 275 836 0 27 Jan 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 174 2,232 0 18 Nov 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 299 1,042 0 09 Oct 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 189 2,930 0 23 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 125 1,162 0 22 Jul 2021
SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models Haoying Li Yifan Yang Meng Chang H. Feng Zhi-hai Xu Qi Li Yue-ting Chen DiffM 70 634 0 30 Apr 2021
Quantization Guided JPEG Artifact Correction Max Ehrlich L. Davis Ser-Nam Lim Abhinav Shrivastava 76 97 0 17 Apr 2020
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 75 983 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 377 11,795 0 11 Jan 2018
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 176 5,908 0 10 Jul 2017
Compression Artifacts Reduction by a Deep Convolutional Network Chao Dong Yubin Deng Chen Change Loy Xiaoou Tang SupR 48 794 0 27 Apr 2015