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A Preliminary Study on GPT-Image Generation Model for Image Restoration
8 May 2025
Hao Yang
Yiran Yang
Ruikun Zhang
Liyuan Pan
Re-assign community
ArXiv (abs)
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HuggingFace (11 upvotes)
Github (35★)
Papers citing
"A Preliminary Study on GPT-Image Generation Model for Image Restoration"
50 / 57 papers shown
Have we unified image generation and understanding yet? An empirical study of GPT-4o's image generation ability
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Jingran Zhang
Justin Cui
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0
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GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation
Zhiyuan Yan
Junyan Ye
Weijia Li
Zilong Huang
Shenghai Yuan
Xiangyang He
Kaiqing Lin
Jun-Jian He
Conghui He
Lichao Sun
MLLM
EGVM
642
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0
03 Apr 2025
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
Neural Information Processing Systems (NeurIPS), 2024
Hao Fei
Shengqiong Wu
Hao Zhang
Tat-Seng Chua
Shuicheng Yan
649
87
0
31 Dec 2024
MambaIRv2: Attentive State Space Restoration
Computer Vision and Pattern Recognition (CVPR), 2024
Hang Guo
Yong Guo
Yaohua Zha
Yulun Zhang
Wenbo Li
Tao Dai
Shu-Tao Xia
Yawei Li
Mamba
690
112
0
22 Nov 2024
DiT4Edit: Diffusion Transformer for Image Editing
AAAI Conference on Artificial Intelligence (AAAI), 2024
Kunyu Feng
Yi Ma
Bingyuan Wang
Zhiheng Liu
Haozhe Chen
Qifeng Chen
Zeyu Wang
344
88
0
05 Nov 2024
LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset
ACM Multimedia Asia (MMAsia), 2024
Ruikun Zhang
Hao Yang
Yan Yang
Ying Fu
Liyuan Pan
383
11
0
21 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Junjun Jiang
Zengyuan Zuo
Gang Wu
Kui Jiang
Xianming Liu
795
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19 Oct 2024
DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer
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Han Zhou
Ruiyi Wang
Xiaohong Liu
Guangtao Zhai
Jun Chen
ViT
258
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0
24 May 2024
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
Xiaoning Liu
Zongwei Wu
Ao Li
Florin-Alexandru Vasluianu
Yulun Zhang
...
Hailong Yan
Y. Zhang
Baiang Li
Jingyi Zhang
Huan Zheng
324
59
0
22 Apr 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
Yuning Cui
Syed Waqas Zamir
Salman Khan
Alois Knoll
Mubarak Shah
Fahad Shahbaz Khan
269
119
0
21 Mar 2024
Language-driven All-in-one Adverse Weather Removal
Computer Vision and Pattern Recognition (CVPR), 2023
Hao Yang
Liyuan Pan
Yan Yang
Wei Liang
VLM
KELM
380
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0
03 Dec 2023
LEDITS++: Limitless Image Editing using Text-to-Image Models
Computer Vision and Pattern Recognition (CVPR), 2023
Manuel Brack
Felix Friedrich
Katharina Kornmeier
Linoy Tsaban
P. Schramowski
Kristian Kersting
Apolinário Passos
DiffM
446
153
0
28 Nov 2023
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing
Wei-Ge Chen
Irina Spiridonova
Jianwei Yang
Jianfeng Gao
Chun-yue Li
MLLM
VLM
246
50
0
01 Nov 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design
European Conference on Computer Vision (ECCV), 2023
Xiangyu Chen
Zheyuan Li
Yuandong Pu
Yihao Liu
Jiantao Zhou
Yu Qiao
Chao Dong
VLM
449
65
0
18 Oct 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Xiang Chen
Jin-shan Pan
Jiangxin Dong
Jinhui Tang
275
56
0
05 Oct 2023
Residual Denoising Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2023
Jiawei Liu
Qiang Wang
Huijie Fan
Yinong Wang
Yandong Tang
Liangqiong Qu
DiffM
543
107
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25 Aug 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network
Computer Vision and Pattern Recognition (CVPR), 2023
Hao Yang
Liyuan Pan
Yan Yang
Richard Hartley
Miaomiao Liu
VLM
330
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0
19 Jul 2023
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
Computer Vision and Pattern Recognition (CVPR), 2023
Yujun Shi
Chuhui Xue
Jun Hao Liew
Jiachun Pan
Hanshu Yan
Wenqing Zhang
Vincent Y. F. Tan
Song Bai
579
338
0
26 Jun 2023
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration
Jiaqi Ma
Tianheng Cheng
Guoli Wang
Qian Zhang
Xinggang Wang
Guang Dai
DiffM
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303
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23 Jun 2023
Improving Tuning-Free Real Image Editing with Proximal Guidance
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Ligong Han
Song Wen
Qi Chen
Zhixing Zhang
Kunpeng Song
...
Qilong Zhangli
Jindong Jiang
Zhaoyang Xia
Akash Srivastava
Dimitris N. Metaxas
DiffM
387
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08 Jun 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
Neural Information Processing Systems (NeurIPS), 2023
Zheng Chen
Yulun Zhang
Ding Liu
Bin Xia
Jinjin Gu
Lingyu Kong
X. Yuan
DiffM
376
138
0
22 May 2023
Inpaint Anything: Segment Anything Meets Image Inpainting
Tao Yu
Runsen Feng
Ruoyu Feng
Jinming Liu
Xin Jin
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Zhibo Chen
DiffM
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306
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13 Apr 2023
InstructPix2Pix: Learning to Follow Image Editing Instructions
Computer Vision and Pattern Recognition (CVPR), 2022
Tim Brooks
Aleksander Holynski
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Null-text Inversion for Editing Real Images using Guided Diffusion Models
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Amir Hertz
Kfir Aberman
Yael Pritch
Daniel Cohen-Or
DiffM
354
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17 Nov 2022
Diffusion Models in Vision: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Florinel-Alin Croitoru
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Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models
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440
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29 Jul 2022
Exploring CLIP for Assessing the Look and Feel of Images
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Jianyi Wang
Kelvin C. K. Chan
Chen Change Loy
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498
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25 Jul 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
Jiahui Yu
Yuanzhong Xu
Jing Yu Koh
Thang Luong
Gunjan Baid
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Zarana Parekh
Xin Li
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Jason Baldridge
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Yu Li
Yaling Yi
Dongwei Ren
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W. Zuo
243
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26 Apr 2022
A very preliminary analysis of DALL-E 2
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E. Davis
S. Aaronson
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Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation
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Wenliang Dai
Lu Hou
Lifeng Shang
Xin Jiang
Qun Liu
Pascale Fung
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110
0
12 Mar 2022
Deep Image Deblurring: A Survey
International Journal of Computer Vision (IJCV), 2022
Kaihao Zhang
Wenqi Ren
Tong Lu
Wei-Sheng Lai
B. Stenger
Ming-Hsuan Yang
Hongdong Li
408
364
0
26 Jan 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
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Ming-Hsuan Yang
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DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation
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NTIRE 2021 Challenge on Image Deblurring
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Sanghyun Son
Suyoung Lee
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Contrastive Learning for Compact Single Image Dehazing
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Shaohui Lin
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Single Image Reflection Removal through Cascaded Refinement
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EnlightenGAN: Deep Light Enhancement without Paired Supervision
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Chen Fang
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607
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Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset
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Ke Xu
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Rynson W. H. Lau
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Getting to Know Low-light Images with The Exclusively Dark Dataset
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Chee Seng Chan
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