Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2204.04676
Cited By
v1
v2
v3
v4 (latest)
Simple Baselines for Image Restoration
10 April 2022
Liangyu Chen
Xiaojie Chu
Xinming Zhang
Jian Sun
Re-assign community
ArXiv (abs)
PDF
HTML
Github (2530★)
Papers citing
"Simple Baselines for Image Restoration"
50 / 424 papers shown
Title
IA2U: A Transfer Plugin with Multi-Prior for In-Air Model to Underwater
Jingchun Zhou
Qilin Gai
Kin-Man Lam
Xianping Fu
59
0
0
12 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration
Zilong Li
Yiming Lei
Chenglong Ma
Junping Zhang
Hongming Shan
VLM
87
28
0
08 Dec 2023
Multi-task Image Restoration Guided By Robust DINO Features
Xin Lin
Chao Ren
Kelvin C. K. Chan
Lu Qi
Jinshan Pan
Ming-Hsuan Yang
109
5
0
04 Dec 2023
J-Net: Improved U-Net for Terahertz Image Super-Resolution
Woon-Ha Yeo
Seung-Hwan Jung
Seung Jae Oh
I. Maeng
Eui Su Lee
Han-Cheol Ryu
SupR
61
4
0
04 Dec 2023
Language-driven All-in-one Adverse Weather Removal
Hao Yang
Liyuan Pan
Yan Yang
Wei Liang
VLM
KELM
107
23
0
03 Dec 2023
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context
Shashank Agnihotri
Julia Grabinski
Margret Keuper
91
6
0
29 Nov 2023
Revisiting Single Image Reflection Removal In the Wild
Yurui Zhu
Xueyang Fu
Peng-Tao Jiang
Hao Zhang
Qibin Sun
Jinwei Chen
Zheng-Jun Zha
Yue Liu
78
16
0
29 Nov 2023
Adversarial Purification of Information Masking
Sitong Liu
Z. Lian
Shuangquan Zhang
Liang Xiao
AAML
74
0
0
26 Nov 2023
PanBench: Towards High-Resolution and High-Performance Pansharpening
Shiying Wang
Xuechao Zou
Kai Li
Junliang Xing
Pin Tao
88
1
0
20 Nov 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling
Jingyun Liang
Yue Shi
Kai Zhang
Yulun Zhang
Radu Timofte
Luc Van Gool
DiffM
72
11
0
20 Nov 2023
CLIP Guided Image-perceptive Prompt Learning for Image Enhancement
Weiwen Chen
Qiuhong Ke
Zinuo Li
CLIP
VLM
48
2
0
07 Nov 2023
Revitalizing Legacy Video Content: Deinterlacing with Bidirectional Information Propagation
Zhaowei Gao
Mingyang Song
Christopher Schroers
Yang Zhang
62
1
0
30 Oct 2023
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation
Tingting Wu
Zhiyan Du
Zhi Li
Feng-Lei Fan
Tieyong Zeng
60
2
0
30 Oct 2023
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal
Yu-Wei Chen
Soo-Chang Pei
84
9
0
27 Oct 2023
Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy
C. T. Ye
Jiashu Han
Kunzan Liu
Anastasios Nikolas Angelopoulos
Linda G. Griffith
Kristina Monakhova
Sixian You
70
4
0
24 Oct 2023
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection
Zhongzhan Huang
Pan Zhou
Shuicheng Yan
Liang Lin
89
27
0
20 Oct 2023
Neural Degradation Representation Learning for All-In-One Image Restoration
Mingde Yao
Ruikang Xu
Yuanshen Guan
Jie Huang
Zhiwei Xiong
76
28
0
19 Oct 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design
Xiangyu Chen
Zheyuan Li
Yuandong Pu
Yihao Liu
Jiantao Zhou
Yu Qiao
Chao Dong
VLM
107
32
0
18 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
Yitong Jiang
Zhaoyang Zhang
Tianfan Xue
Liang Feng
DiffM
159
46
0
16 Oct 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising
Hyemi Jang
Junsung Park
Dahuin Jung
Jaihyun Lew
Ho Bae
Sung-Hoon Yoon
56
20
0
16 Oct 2023
Controlling Vision-Language Models for Multi-Task Image Restoration
Ziwei Luo
Fredrik K. Gustafsson
Zheng Zhao
Jens Sjölund
Thomas B. Schon
VLM
146
41
0
02 Oct 2023
Prompt-based test-time real image dehazing: a novel pipeline
Xiang Guo
Zewei He
Ziqian Lu
Xuecheng Sun
Zheming Lu
DiffM
VLM
80
6
0
29 Sep 2023
An Ensemble Model for Distorted Images in Real Scenarios
Boyu Ji
Jianchang Huang
Wenzhuo Huang
Shuke He
61
0
0
26 Sep 2023
DONNAv2 -- Lightweight Neural Architecture Search for Vision tasks
Sweta Priyadarshi
Tianyu Jiang
Hsin-Pai Cheng
S. Rama Krishna
Viswanath Ganapathy
C. Patel
132
0
0
26 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising
Yujin Wang
Lingen Li
Tianfan Xue
Liang Feng
DiffM
67
4
0
19 Sep 2023
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images
Dongwoo Lee
Jeongtaek Oh
Jaesung Rim
Sung-Jin Cho
Kyoung Mu Lee
VGen
124
28
0
16 Sep 2023
ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal
Wei Chen
Yingtie Lei
Shenghong Luo
Zinuo Li
Mingxian Li
Chi-Man Pun
75
1
0
13 Sep 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
Gang Wu
Junjun Jiang
Kui Jiang
Xianming Liu
VLM
70
12
0
12 Sep 2023
HAT: Hybrid Attention Transformer for Image Restoration
Xiangyu Chen
Xintao Wang
Wenlong Zhang
Xiangtao Kong
Yu Qiao
Jiantao Zhou
Chao Dong
101
53
0
11 Sep 2023
Multi-view Self-supervised Disentanglement for General Image Denoising
Hao Chen
Chenyuan Qu
Yu Zhang
Chen Chen
Jianbo Jiao
OOD
SSL
60
8
0
10 Sep 2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
Zigang Geng
Binxin Yang
Tiankai Hang
Chen Li
Shuyang Gu
...
Jianmin Bao
Zheng Zhang
Han Hu
DongDong Chen
Baining Guo
DiffM
VLM
118
107
0
07 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration
Huiyu Gao
Depeng Dang
DiffM
89
14
0
06 Sep 2023
SAM-Deblur: Let Segment Anything Boost Image Deblurring
Siwei Li
Mingxuan Liu
Yating Zhang
Shu Chen
Haoxiang Li
Zifei Dou
Hong Chen
VLM
72
12
0
05 Sep 2023
MetaWeather: Few-Shot Weather-Degraded Image Restoration
Youngrae Kim
Younggeol Cho
Thanh-Tung Nguyen
Seunghoon Hong
Dongman Lee
80
2
0
28 Aug 2023
High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net
Zinuo Li
Xuhang Chen
Chi-Man Pun
Xiaodong Cun
114
36
0
27 Aug 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks
Sixiang Chen
Tian-Chun Ye
Jinbin Bai
Erkang Chen
Jun Shi
Lei Zhu
78
45
0
27 Aug 2023
Generalized Lightness Adaptation with Channel Selective Normalization
Mingde Yao
Jie Huang
Xin Jin
Ruikang Xu
Shenglong Zhou
Man Zhou
Zhiwei Xiong
100
14
0
26 Aug 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation
Bin Xia
Yulun Zhang
Shiyin Wang
Yitong Wang
Xing Wu
Yapeng Tian
Wenming Yang
Radu Timotfe
Luc Van Gool
DiffM
VLM
80
16
0
26 Aug 2023
Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion
Shenghong Luo
Xuhang Chen
Wei Chen
Zinuo Li
Shuqiang Wang
Chi-Man Pun
ViT
83
25
0
26 Aug 2023
MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices
Xiangyu Chen
Ruiwen Zhen
Shuai Li
Xiaotian Li
Guanghui Wang
59
1
0
24 Aug 2023
Blind Face Restoration for Under-Display Camera via Dictionary Guided Transformer
Jingfan Tan
Xiaoxu Chen
Tao Wang
Kaihao Zhang
Wenhan Luo
Xiaocun Cao
58
12
0
20 Aug 2023
Single Image Reflection Separation via Component Synergy
Qiming Hu
Xiaojie Guo
SupR
42
28
0
19 Aug 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration
Liyan Wang
Qinyu Yang
Cong Wang
Wen Wang
Jin-shan Pan
Zhixun Su
DiffM
57
3
0
17 Aug 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device
Wei Gou
Ziyao Yi
Yan Xiang
Sha Li
Zibin Liu
Dehui Kong
Ke Xu
67
5
0
16 Aug 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches
X. Lin
Chao Ren
Xiao Liu
Jie Huang
Yinjie Lei
64
29
0
13 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising
Junting Cheng
Tao Liu
Shan Tan
DiffM
86
14
0
09 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images
Xuechao Zou
Keqin Li
Junliang Xing
Yu-an Zhang
Shiying Wang
Lei Jin
Pin Tao
DiffM
90
34
0
08 Aug 2023
Under-Display Camera Image Restoration with Scattering Effect
Binbin Song
Xiangyu Chen
Shuning Xu
Jiantao Zhou
77
14
0
08 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
Xin Jin
Jianqiang Xiao
Linghao Han
Chunle Guo
Xialei Liu
Chongyi Li
Ruixun Zhang
103
3
0
07 Aug 2023
Dual Aggregation Transformer for Image Super-Resolution
Zheng Chen
Yulun Zhang
Jinjin Gu
Lingyu Kong
Xiaokang Yang
Feng Yu
ViT
92
187
0
07 Aug 2023
Previous
1
2
3
4
5
6
7
8
9
Next