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An Intelligent Agentic System for Complex Image Restoration Problems
v1v2 (latest)

An Intelligent Agentic System for Complex Image Restoration Problems

International Conference on Learning Representations (ICLR), 2024
23 October 2024
Kaiwen Zhu
Jinjin Gu
Zhiyuan You
Yu Qiao
Chao Dong
ArXiv (abs)PDFHTML

Papers citing "An Intelligent Agentic System for Complex Image Restoration Problems"

50 / 81 papers shown
Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
Fuyang Liu
Jiaqi Xu
Xiaowei Hu
AI4CE
132
0
0
07 Nov 2025
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
Vijay M. Galshetwar
Praful Hambarde
Prashant Patil
Akshay Dudhane
Sachin Chaudhary
Santosh Kumar Vipparathi
Subrahmanyam Murala
132
0
0
10 Oct 2025
Psyzkaller: Learning from Historical and On-the-Fly Execution Data for Smarter Seed Generation in OS kernel Fuzzing
Psyzkaller: Learning from Historical and On-the-Fly Execution Data for Smarter Seed Generation in OS kernel Fuzzing
B. Liu
Yang Zhang
Liang Cheng
Yi Zhang
Junjie Fan
Yu Fu
117
0
0
10 Oct 2025
MoA-VR: A Mixture-of-Agents System Towards All-in-One Video Restoration
MoA-VR: A Mixture-of-Agents System Towards All-in-One Video Restoration
Lu Liu
Chunlei Cai
Shaocheng Shen
Jianfeng Liang
Weimin Ouyang
...
Huiyu Duan
Jiangchao Yao
X. Zhang
Q. Hu
Guangtao Zhai
VGen
176
5
0
09 Oct 2025
AgenticIQA: An Agentic Framework for Adaptive and Interpretable Image Quality Assessment
AgenticIQA: An Agentic Framework for Adaptive and Interpretable Image Quality Assessment
Hanwei Zhu
Yu Tian
Keyan Ding
Siyi Pan
Bolin Chen
Shiqi Wang
Weisi Lin
170
0
0
30 Sep 2025
Preacher: Paper-to-Video Agentic System
Preacher: Paper-to-Video Agentic System
Jingwei Liu
Ling Yang
Hao Luo
Fan Wang
Hongyan Li
M. Y. Wang
DiffMVGen
459
2
0
13 Aug 2025
PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents
PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents
Haoyu Chen
Keda Tao
Yizao Wang
Xinlei Wang
Lei Zhu
Jinjin Gu
KELM
234
2
0
29 May 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image RestorationComputer Vision and Pattern Recognition (CVPR), 2025
Yunlong Lin
Zixu Lin
Zhaodong Sun
Panwang Pan
Chaofan Li
Sixiang Chen
Yeying Jin
Wenbo Li
Xinghao Ding
378
15
0
05 Apr 2025
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
Weiqi Li
Xinyu Zhang
Shijie Zhao
Yujiao Shi
Junlin Li
Li Zhang
Jian Zhang
364
53
0
28 Mar 2025
Hybrid Agents for Image Restoration
Bingchen Li
Xiaochen Li
Yiting Lu
Zhibo Chen
388
6
0
13 Mar 2025
Multi-Agent Image Restoration
Multi-Agent Image Restoration
Xu Jiang
Ge Li
Bin Chen
Jian Zhang
400
4
0
12 Mar 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining
Jinfan Hu
Zhiyuan You
Jinjin Gu
Kaiwen Zhu
Tianfan Xue
Chao Dong
442
2
0
18 Feb 2025
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future TrendsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Junjun Jiang
Zengyuan Zuo
Gang Wu
Kui Jiang
Xianming Liu
639
36
0
19 Oct 2024
A Preliminary Exploration Towards General Image Restoration
A Preliminary Exploration Towards General Image Restoration
Xiangtao Kong
Jinjin Gu
Yihao Liu
Wenlong Zhang
Xiangyu Chen
Yu Qiao
Chao Dong
DiffM
240
5
0
27 Aug 2024
Learning A Low-Level Vision Generalist via Visual Task Prompt
Learning A Low-Level Vision Generalist via Visual Task PromptACM Multimedia (MM), 2024
Xiangyu Chen
Yihao Liu
Yuandong Pu
Wenlong Zhang
Jiantao Zhou
Yu Qiao
Chao Dong
VLM
271
13
0
16 Aug 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large
  Language Models
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
Zhaodong Sun
Wenbo Li
Jinjin Gu
Jingjing Ren
Sixiang Chen
Tian-Chun Ye
Renjing Pei
Kaiwen Zhou
Fenglong Song
Lei Zhu
OffRL
229
25
0
25 Jul 2024
A Survey on Large Language Models for Code Generation
A Survey on Large Language Models for Code Generation
Juyong Jiang
Fan Wang
Jiasi Shen
Sungju Kim
Sunghun Kim
536
526
0
01 Jun 2024
Enhancing Descriptive Image Quality Assessment with A Large-scale Multi-modal Dataset
Enhancing Descriptive Image Quality Assessment with A Large-scale Multi-modal DatasetIEEE Transactions on Image Processing (TIP), 2024
Zhiyuan You
Jinjin Gu
Zheyuan Li
Xin Cai
Kaiwen Zhu
Chao Dong
Tianfan Xue
EGVM
467
38
0
29 May 2024
Dual Instruction Tuning with Large Language Models for Mathematical
  Reasoning
Dual Instruction Tuning with Large Language Models for Mathematical Reasoning
Yongwei Zhou
Tiejun Zhao
LRM
208
12
0
27 Mar 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by
  Self-Supervised Learning
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
Zhaodong Sun
Wenbo Li
Jinjin Gu
Jingjing Ren
Haoze Sun
X. Zou
Zhensong Zhang
Youliang Yan
Lei Zhu
209
23
0
05 Mar 2024
Towards Open-ended Visual Quality Comparison
Towards Open-ended Visual Quality Comparison
Haoning Wu
Hanwei Zhu
Zicheng Zhang
Erli Zhang
Chaofeng Chen
...
Qiong Yan
Xiaohong Liu
Guangtao Zhai
Shiqi Wang
Weisi Lin
AAML
245
91
0
26 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions
InstructIR: High-Quality Image Restoration Following Human Instructions
Marcos V. Conde
Gregor Geigle
Radu Timofte
DiffM
553
114
0
29 Jan 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic
  Image Restoration In the Wild
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the WildComputer Vision and Pattern Recognition (CVPR), 2024
Fanghua Yu
Jinjin Gu
Zheyuan Li
Jinfan Hu
Xiangtao Kong
Xintao Wang
Jingwen He
Yu Qiao
Chao Dong
371
227
0
24 Jan 2024
Towards Effective Multiple-in-One Image Restoration: A Sequential and
  Prompt Learning Strategy
Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy
Xiangtao Kong
Chao Dong
Lei Zhang
CLL
345
41
0
07 Jan 2024
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined
  Levels
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
Haoning Wu
Zicheng Zhang
Weixia Zhang
Chaofeng Chen
Liang Liao
...
Wenxiu Sun
Qiong Yan
Xiongkuo Min
Guangtao Zhai
Weisi Lin
277
368
0
28 Dec 2023
Depicting Beyond Scores: Advancing Image Quality Assessment through
  Multi-modal Language Models
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language ModelsEuropean Conference on Computer Vision (ECCV), 2023
Zhiyuan You
Zheyuan Li
Jinjin Gu
Zhenfei Yin
Tianfan Xue
Chao Dong
EGVM
400
91
0
14 Dec 2023
Instruction-Following Evaluation for Large Language Models
Instruction-Following Evaluation for Large Language Models
Jeffrey Zhou
Tianjian Lu
Swaroop Mishra
Siddhartha Brahma
Sujoy Basu
Yi Luan
Denny Zhou
Le Hou
ELMALMLRM
336
572
0
14 Nov 2023
A Comparative Study of Image Restoration Networks for General Backbone
  Network Design
A Comparative Study of Image Restoration Networks for General Backbone Network DesignEuropean Conference on Computer Vision (ECCV), 2023
Xiangyu Chen
Zheyuan Li
Yuandong Pu
Yihao Liu
Jiantao Zhou
Yu Qiao
Chao Dong
VLM
378
51
0
18 Oct 2023
Unifying Image Processing as Visual Prompting Question Answering
Unifying Image Processing as Visual Prompting Question AnsweringInternational Conference on Machine Learning (ICML), 2023
Yihao Liu
Xiangyu Chen
Xianzheng Ma
Xintao Wang
Jiantao Zhou
Yu Qiao
Chao Dong
MLLM
205
31
0
16 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
AutoDIR: Automatic All-in-One Image Restoration with Latent DiffusionEuropean Conference on Computer Vision (ECCV), 2023
Yitong Jiang
Zhaoyang Zhang
Tianfan Xue
Liang Feng
DiffM
599
83
0
16 Oct 2023
Controlling Vision-Language Models for Multi-Task Image Restoration
Controlling Vision-Language Models for Multi-Task Image RestorationInternational Conference on Learning Representations (ICLR), 2023
Ziwei Luo
Fredrik K. Gustafsson
Zheng Zhao
Jens Sjölund
Thomas B. Schon
VLM
346
80
0
02 Oct 2023
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level
  Vision
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level VisionInternational Conference on Learning Representations (ICLR), 2023
Haoning Wu
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Erli Zhang
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Liang Liao
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Chunyi Li
Wenxiu Sun
Qiong Yan
Guangtao Zhai
Weisi Lin
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378
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25 Sep 2023
Multimodal Foundation Models: From Specialists to General-Purpose
  Assistants
Multimodal Foundation Models: From Specialists to General-Purpose AssistantsFoundations and Trends in Computer Graphics and Vision (FTCGV), 2023
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Zhe Gan
Zhengyuan Yang
Jianwei Yang
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Jianfeng Gao
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404
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18 Sep 2023
The Rise and Potential of Large Language Model Based Agents: A Survey
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DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
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A Survey on Large Language Model based Autonomous Agents
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Graph of Thoughts: Solving Elaborate Problems with Large Language Models
Graph of Thoughts: Solving Elaborate Problems with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023
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Nils Blach
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