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Controlling Vision-Language Models for Multi-Task Image Restoration

Controlling Vision-Language Models for Multi-Task Image Restoration

2 October 2023
Ziwei Luo
Fredrik K. Gustafsson
Zheng Zhao
Jens Sjölund
Thomas B. Schon
    VLM
ArXivPDFHTML

Papers citing "Controlling Vision-Language Models for Multi-Task Image Restoration"

18 / 18 papers shown
Title
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
Haoran Wang
Jing Zhang
Haonan Guo
Di Wang
Jiayi Ma
Bo Du
63
0
0
30 Apr 2025
Dual Prompting Image Restoration with Diffusion Transformers
Dual Prompting Image Restoration with Diffusion Transformers
Dehong Kong
Fan Li
Zhixin Wang
Jiaqi Xu
Renjing Pei
W. J. Li
Wenqi Ren
DiffM
69
0
0
24 Apr 2025
ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts
ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts
Linfeng Tang
Yeda Wang
Z. Cai
Junjun Jiang
Jiayi Ma
45
1
0
30 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging
Reconstruct Anything Model: a lightweight foundation model for computational imaging
M. Terris
Samuel Hurault
Maxime Song
Julian Tachella
MedIm
DiffM
75
2
0
11 Mar 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers
Ao Li
Wei Fang
Hongbo Zhao
Le Lu
Ge Yang
Minfeng Xu
DiffM
83
0
0
11 Feb 2025
Complexity Experts are Task-Discriminative Learners for Any Image Restoration
Complexity Experts are Task-Discriminative Learners for Any Image Restoration
Eduard Zamfir
Zongwei Wu
Nancy Mehta
Yuedong Tan
Danda Pani Paudel
Yulun Zhang
Radu Timofte
MoE
202
1
0
27 Nov 2024
An Intelligent Agentic System for Complex Image Restoration Problems
An Intelligent Agentic System for Complex Image Restoration Problems
Kaiwen Zhu
Jinjin Gu
Zhiyuan You
Yu Qiao
Chao Dong
43
6
0
23 Oct 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
Wenfeng Huang
Guoan Xu
Wenjing Jia
Stuart W. Perry
Guangwei Gao
54
1
0
27 Sep 2024
SPIRE: Semantic Prompt-Driven Image Restoration
SPIRE: Semantic Prompt-Driven Image Restoration
Chenyang Qi
Zhengzhong Tu
Keren Ye
M. Delbracio
P. Milanfar
Qifeng Chen
Hossein Talebi
DiffM
31
11
0
18 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration
Prompt-In-Prompt Learning for Universal Image Restoration
Zilong Li
Yiming Lei
Chenglong Ma
Junping Zhang
Hongming Shan
VLM
39
25
0
08 Dec 2023
Regularization by Texts for Latent Diffusion Inverse Solvers
Regularization by Texts for Latent Diffusion Inverse Solvers
Jeongsol Kim
Geon Yeong Park
Hyungjin Chung
Jong Chul Ye
AI4CE
38
15
0
27 Nov 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified
  Vision-Language Understanding and Generation
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Junnan Li
Dongxu Li
Caiming Xiong
Guosheng Lin
MLLM
BDL
VLM
CLIP
392
4,154
0
28 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models
RePaint: Inpainting using Denoising Diffusion Probabilistic Models
Andreas Lugmayr
Martin Danelljan
Andrés Romero
Feng Yu
Radu Timofte
Luc Van Gool
DiffM
233
1,355
0
24 Jan 2022
Learning to Prompt for Vision-Language Models
Learning to Prompt for Vision-Language Models
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VPVLM
CLIP
VLM
348
2,271
0
02 Sep 2021
Open-vocabulary Object Detection via Vision and Language Knowledge
  Distillation
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation
Xiuye Gu
Nayeon Lee
Weicheng Kuo
Huayu Chen
VLM
ObjD
225
899
0
28 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy
  Text Supervision
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia
Yinfei Yang
Ye Xia
Yi-Ting Chen
Zarana Parekh
Hieu H. Pham
Quoc V. Le
Yun-hsuan Sung
Zhen Li
Tom Duerig
VLM
CLIP
334
3,708
0
11 Feb 2021
Multi-Stage Progressive Image Restoration
Multi-Stage Progressive Image Restoration
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Ming-Hsuan Yang
Ling Shao
128
1,454
0
04 Feb 2021
Deep Joint Rain Detection and Removal from a Single Image
Deep Joint Rain Detection and Removal from a Single Image
Wenhan Yang
R. Tan
Jiashi Feng
Jiaying Liu
Zongming Guo
Shuicheng Yan
146
989
0
25 Sep 2016
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