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2104.09367
Cited By
Contrastive Learning for Compact Single Image Dehazing
Computer Vision and Pattern Recognition (CVPR), 2021
19 April 2021
Haiyan Wu
Yanyun Qu
Shaohui Lin
Jingren Zhou
Ruizhi Qiao
Zhizhong Zhang
Yuan Xie
Lizhuang Ma
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Papers citing
"Contrastive Learning for Compact Single Image Dehazing"
50 / 195 papers shown
DeshadowMamba: Deshadowing as 1D Sequential Similarity
Zhaotong Yang
Yi Chen
Y. Li
Shengfeng He
Yangyang Xu
Junyu Dong
Jian Yang
Yong Du
Mamba
350
0
0
28 Oct 2025
GUSL-Dehaze: A Green U-Shaped Learning Approach to Image Dehazing
Mahtab Movaheddrad
Laurence Palmer
C.-C. Jay Kuo
136
1
0
23 Oct 2025
Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ATTBHFA-Net
G. Lee
Tanmoy Dam
Md Meftahul Ferdaus
Daniel Puiu Poenar
Vu N. Duong
183
0
0
21 Oct 2025
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
Vijay M. Galshetwar
Praful Hambarde
Prashant Patil
Akshay Dudhane
Sachin Chaudhary
162
1
0
10 Oct 2025
Foggy Crowd Counting: Combining Physical Priors and KAN-Graph
Y. Wang
Zhuoran Zheng
Han Hu
Dianjie Lu
Guijuan Zhang
Chen Lyu
153
0
0
29 Sep 2025
Unleashing the Potential of the Semantic Latent Space in Diffusion Models for Image Dehazing
European Conference on Computer Vision (ECCV), 2025
Zizheng Yang
Hu Yu
Bing Li
Jinghao Zhang
Jie Huang
Feng Zhao
278
17
0
24 Sep 2025
MoiréNet: A Compact Dual-Domain Network for Image Demoiréing
Shuwei Guo
Simin Luan
Yan Ke
Zeyd Boukhers
John See
Cong Yang
169
0
0
23 Sep 2025
TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal
Hanting Wang
Shengpeng Ji
Shulei Wang
Hai Huang
Xiao Jin
Qifei Zhang
Tao Jin
150
1
0
11 Aug 2025
Exploring Fourier Prior and Event Collaboration for Low-Light Image Enhancement
Chunyan She
Fujun Han
Chengyu Fang
Shukai Duan
Lidan Wang
181
2
0
01 Aug 2025
Robust Adverse Weather Removal via Spectral-based Spatial Grouping
Yuhwan Jeong
Yunseo Yang
Youngho Yoon
Kuk-Jin Yoon
304
0
0
30 Jul 2025
Continual Learning-Based Unified Model for Unpaired Image Restoration Tasks
Kotha Kartheek
Lingamaneni Gnanesh Chowdary
Snehasis Mukherjee
CLL
187
0
0
25 Jul 2025
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers
Yuantao Wang
Haowei Yang
Wei Zhang
Yin Zhuang
Shijian Lu
Xuerui Mao
247
0
0
14 Jun 2025
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
Hainuo Wang
Qiming Hu
Xiaojie Guo
325
2
0
23 May 2025
A Preliminary Study on GPT-Image Generation Model for Image Restoration
Hao Yang
Yiran Yang
Ruikun Zhang
Liyuan Pan
472
2
0
08 May 2025
Controllable Weather Synthesis and Removal with Video Diffusion Models
Chih-Hao Lin
Liang Luo
Ruofan Liang
Yuxuan Zhang
Sanja Fidler
Shenlong Wang
Zan Gojcic
DiffM
VGen
444
6
0
01 May 2025
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration
Gang Wu
Junjun Jiang
Kui Jiang
Xianming Liu
Liqiang Nie
VLM
CLL
726
4
0
14 Apr 2025
Seeing Beyond Haze: Generative Nighttime Image Dehazing
Beibei Lin
Stephen Lin
Robby T. Tan
DiffM
320
3
0
11 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model
Yecong Wan
Mingwen Shao
Yuanshuo Cheng
Jun Shu
Shuigen Wang
277
0
0
08 Mar 2025
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing
AAAI Conference on Artificial Intelligence (AAAI), 2025
Xiongfei Su
Siyuan Li
Yuning Cui
Miao Cao
Yujiao Shi
Zhaoyu Chen
Zongliang Wu
Liang Luo
Y. Zhang
Xin Yuan
316
18
0
03 Mar 2025
Physics-Inspired Distributed Radio Map Estimation
Dong Yang
Yue Wang
Songyang Zhang
Yongqian Li
Zhipeng Cai
234
2
0
01 Feb 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing
Seongmin Hwang
Daeyoung Han
Cheolkon Jung
Moongu Jeon
507
18
0
20 Jan 2025
Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Yongheng Zhang
Danfeng Yan
184
2
0
17 Jan 2025
Distilled Pooling Transformer Encoder for Efficient Realistic Image Dehazing
Le-Anh Tran
Dong-Chul Park
ViT
276
10
0
18 Dec 2024
Multi-Exposure Image Fusion via Distilled 3D LUT Grid with Editable Mode
Xin Su
Zhuoran Zheng
305
0
0
18 Dec 2024
Towards Context-aware Convolutional Network for Image Restoration
Knowledge-Based Systems (KBS), 2024
Fangwei Hao
Ji Du
Weiyun Liang
Jing Xu
Xiaoxuan Xu
SupR
414
5
0
15 Dec 2024
Deep Variational Bayesian Modeling of Haze Degradation Process
International Conference on Information and Knowledge Management (CIKM), 2023
Eun Woo Im
Junsung Shin
Sungyong Baik
Tae Hyun Kim
340
6
0
04 Dec 2024
Complexity Experts are Task-Discriminative Learners for Any Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2024
Eduard Zamfir
Zongwei Wu
Nancy Mehta
Yuedong Tan
Danda Pani Paudel
Yulun Zhang
Radu Timofte
MoE
1.2K
48
0
27 Nov 2024
Low-rank Adaptation-based All-Weather Removal for Autonomous Navigation
Sudarshan Rajagopalan
Vishal M. Patel
236
0
0
26 Nov 2024
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers
IEEE Transactions on Image Processing (TIP), 2024
Ruoxi Zhu
Zhengzhong Tu
Jiaming Liu
A. Bovik
Yibo Fan
ViT
294
41
0
26 Nov 2024
Underwater Image Enhancement with Cascaded Contrastive Learning
IEEE transactions on multimedia (IEEE TMM), 2024
Yi Liu
Qiuping Jiang
Xinyu Wang
Ting Luo
Jingchun Zhou
288
37
0
16 Nov 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model
IEEE transactions on multimedia (IEEE TMM), 2024
Yuanbo Wen
Tao Gao
Ziqi Li
Jing Zhang
Kaihao Zhang
Ting Chen
VLM
DiffM
365
60
0
12 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration
Computer Vision and Image Understanding (CVIU), 2024
Huan Zhang
Xu Zhang
Nian Cai
Jianglei Di
Yun Zhang
ViT
429
2
0
12 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
380
10
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
793
52
0
19 Oct 2024
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration
Asian Conference on Computer Vision (ACCV), 2024
Hsing-Hua Wang
Fu-Jen Tsai
Yen-Yu Lin
Chia-Wen Lin
ViT
337
10
0
10 Oct 2024
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization
European Conference on Computer Vision (ECCV), 2024
Hongtao Wu
Yijun Yang
Angelica I Aviles-Rivero
Jingjing Ren
Sixiang Chen
Zhaodong Sun
Lei Zhu
213
13
0
10 Oct 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach
Parikshit Pareek
Abhijith Jayakumar
K. Sundar
Sidhant Misra
Sidhant Misra
644
26
0
04 Oct 2024
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Hanyu Zhou
Yi Chang
Zhiwei Shi
Wending Yan
Gang Chen
Yonghong Tian
Luxin Yan
360
6
0
25 Sep 2024
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement
Guanlin Li
Ke Zhang
Ting Wang
Ming Li
Bin Zhao
Xuelong Li
228
5
0
25 Sep 2024
A General Albedo Recovery Approach for Aerial Photogrammetric Images through Inverse Rendering
Isprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2024
Shuang Song
R. Qin
338
3
0
04 Sep 2024
AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Sudarshan Rajagopalan
Vishal M. Patel
276
17
0
30 Aug 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
IEEE Transactions on Image Processing (TIP), 2024
Xu Zhang
Jiaqi Ma
Guoli Wang
Qian Zhang
Huan Zhang
Lefei Zhang
VLM
728
57
0
28 Aug 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Xin Lin
Yuyan Zhou
Jingtong Yue
Chao Ren
Kelvin C. K. Chan
Lu Qi
Ming-Hsuan Yang
413
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17 Aug 2024
Single Image Dehazing Using Scene Depth Ordering
Pengyang Ling
Wei Xu
Xiao Tan
Yimeng Shan
Yi Jin
DiffM
247
1
0
11 Aug 2024
Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration
European Conference on Computer Vision (ECCV), 2024
Donwon Park
Leixian Shen
Se Young Chun
532
5
0
02 Aug 2024
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
Hongtao Wu
Yijun Yang
Huihui Xu
Weiming Wang
Jinni Zhou
Lei Zhu
Mamba
307
74
0
31 Jul 2024
Dilated Strip Attention Network for Image Restoration
Fangwei Hao
Jiesheng Wu
Ji Du
Yinjie Wang
Jing Xu
307
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26 Jul 2024
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
268
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25 Jul 2024
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining
Chen Zhao
Weiling Cai
Chengwei Hu
Zheng Yuan
GAN
438
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16 Jul 2024
Haze-Aware Attention Network for Single-Image Dehazing
L. Tong
Yun-Peng Liu
Weijia Li
Liyuan Chen
Erkang Chen
281
18
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16 Jul 2024
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