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1804.00533
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Adversarial Spatio-Temporal Learning for Video Deblurring
28 March 2018
Kaihao Zhang
Tong Lu
Yiran Zhong
Lin Ma
Wei Liu
Hongdong Li
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Papers citing
"Adversarial Spatio-Temporal Learning for Video Deblurring"
50 / 55 papers shown
FMA-Net++: Motion- and Exposure-Aware Real-World Joint Video Super-Resolution and Deblurring
Geunhyuk Youk
Jihyong Oh
Munchurl Kim
149
0
0
04 Dec 2025
FOCUS: Frequency-Optimized Conditioning of DiffUSion Models for mitigating catastrophic forgetting during Test-Time Adaptation
Gabriel Tjio
Jie Zhang
Xulei Yang
Yun Xing
N. Chung
Xiaofeng Cao
Ivor W. Tsang
C. Kwoh
Qing Guo
DiffM
AAML
414
0
0
20 Aug 2025
DiTVR: Zero-Shot Diffusion Transformer for Video Restoration
Sicheng Gao
Nancy Mehta
Zongwei Wu
Radu Timofte
VGen
172
3
0
11 Aug 2025
Joint Flow And Feature Refinement Using Attention For Video Restoration
Ranjith Merugu
Mohammad Sameer Suhail
Akshay P Sarashetti
Venkata Bharath Reddy Reddem
Pankaj Kumar Bajpai
Amit Satish Unde
VGen
332
2
0
22 May 2025
DPMambaIR: All-in-One Image Restoration via Degradation-Aware Prompt State Space Model
Ziqiang Liu
Shuigeng Zhou
Yuchao Dai
Yang Wang
Yisheng An
Xiangmo Zhao
610
3
0
24 Apr 2025
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video
Minh-Quan Viet Bui
Jongmin Park
J. P. Bello
Jaeho Moon
Jihyong Oh
Munchurl Kim
1.2K
8
0
21 Apr 2025
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring
European Conference on Computer Vision (ECCV), 2024
Taewoo Kim
Hoonhee Cho
Kuk-Jin Yoon
331
15
0
27 Aug 2024
Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model
European Conference on Computer Vision (ECCV), 2024
Chen Rao
Guangyuan Li
Zehua Lan
Jiakai Sun
Junsheng Luan
Wei Xing
Lei Zhao
Huaizhong Lin
Jianfeng Dong
Dalong Zhang
DiffM
357
12
0
24 Aug 2024
UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement
Yaofeng Xie
Lingwei Kong
Kai Chen
Ziqiang Zheng
Xiao Yu
Zhibin Yu
Bing Zheng
421
25
0
22 Apr 2024
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement
Chen Zhao
Chenyu Dong
Weiling Cai
Yueyue Wang
638
32
0
03 Mar 2024
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal
Tao Wang
Wanglong Lu
Kaihao Zhang
Tong Lu
Tae-Kyun Kim
368
13
0
04 Feb 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring
Computer Vision and Pattern Recognition (CVPR), 2024
Geunhyuk Youk
Jihyong Oh
Munchurl Kim
411
35
0
08 Jan 2024
Learning Parallax for Stereo Event-based Motion Deblurring
Mingyuan Lin
Chi Zhang
Chu He
Lei Yu
3DV
234
6
0
18 Sep 2023
Aggregating Long-term Sharp Features via Hybrid Transformers for Video Deblurring
Information Sciences (Inf. Sci.), 2023
Dongwei Ren
Wei Shang
Yi Yang
W. Zuo
ViT
158
0
0
13 Sep 2023
Deep Video Restoration for Under-Display Camera
Jiankang Deng
Tao Wang
Ziqian Shao
Kaihao Zhang
Tong Lu
Tong Lu
Zikun Liu
Tae-Kyun Kim
Hongdong Li
334
3
0
09 Sep 2023
Learning Physical-Spatio-Temporal Features for Video Shadow Removal
Zhihao Chen
Liang Wan
Yefan Xiao
Lei Zhu
Huazhu Fu
226
12
0
16 Mar 2023
View Adaptive Light Field Deblurring Networks with Depth Perception
Zeqi Shen
Shuo Zhang
Zhuhao Zhang
Qihua Chen
Xu Dong
Youfang Lin
283
2
0
13 Mar 2023
Building Resilience to Out-of-Distribution Visual Data via Input Optimization and Model Finetuning
Christopher J. Holder
Majid Khonji
Jorge Dias
Mohamed Bennai
197
0
0
29 Nov 2022
Towards Real-World Video Deblurring by Exploring Blur Formation Process
Ming Cao
Zhihang Zhong
Yanbo Fan
Jiahao Wang
Yong Zhang
Jue Wang
Yujiu Yang
Yinqiang Zheng
182
9
0
28 Aug 2022
Spatio-Temporal Deformable Attention Network for Video Deblurring
European Conference on Computer Vision (ECCV), 2022
Huicong Zhang
Haozhe Xie
Huanjin Yao
202
52
0
22 Jul 2022
Towards Interpretable Video Super-Resolution via Alternating Optimization
European Conference on Computer Vision (ECCV), 2022
Jingyun Liang
Christos Sakaridis
Lucas Beerens
Wenguan Wang
Qin Wang
Yulun Zhang
Hao Tang
Luc Van Gool
SupR
286
21
0
21 Jul 2022
Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yanjiang Yu
Puyang Zhang
Kaihao Zhang
Tong Lu
Changsheng Li
Ye Yuan
Guoren Wang
CVBM
260
10
0
28 Jun 2022
Blind Face Restoration: Benchmark Datasets and a Baseline Model
Neurocomputing (Neurocomputing), 2022
Puyang Zhang
Kaihao Zhang
Tong Lu
Changsheng Li
Guoren Wang
CVBM
208
28
0
08 Jun 2022
VDTR: Video Deblurring with Transformer
Ming Cao
Yanbo Fan
Yong Zhang
Jue Wang
Yujiu Yang
ViT
227
53
0
17 Apr 2022
On the Generalization of BasicVSR++ to Video Deblurring and Denoising
Kelvin C. K. Chan
Shangchen Zhou
Xiangyu Xu
Chen Change Loy
248
30
0
11 Apr 2022
VRT: A Video Restoration Transformer
IEEE Transactions on Image Processing (IEEE TIP), 2022
Christos Sakaridis
Jingyun Liang
Yuchen Fan
Lucas Beerens
Rakesh Ranjan
Yawei Li
Radu Timofte
Luc Van Gool
ViT
470
378
0
28 Jan 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
412
364
0
26 Jan 2022
Flow-Guided Sparse Transformer for Video Deblurring
International Conference on Machine Learning (ICML), 2022
Jing Lin
Yuanhao Cai
Xiaowan Hu
Haoqian Wang
Youliang Yan
X. Zou
Henghui Ding
Yulun Zhang
Radu Timofte
Luc Van Gool
ViT
252
80
0
06 Jan 2022
Dynamic Scene Video Deblurring using Non-Local Attention
Maitreya Suin
A. N. Rajagopalan
111
0
0
01 Jan 2022
Event-guided Deblurring of Unknown Exposure Time Videos
Taewoo Kim
Jungmin Lee
Lin Wang
Kuk-Jin Yoon
414
46
0
13 Dec 2021
Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring
Chao Zhu
Hang Dong
Jin-shan Pan
Boyang Liang
Yuhao Huang
Xing Mei
Fei Wang
220
62
0
09 Dec 2021
MC-Blur: A Comprehensive Benchmark for Image Deblurring
Kaihao Zhang
Tao Wang
Tong Lu
Boheng Chen
Wenqi Ren
B. Stenger
Wei Liu
Hongdong Li
Ming-Hsuan Yang
266
122
0
01 Dec 2021
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting
Jihyong Oh
Munchurl Kim
276
25
0
19 Nov 2021
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder
A. Papachristodoulou
C. Kyrkou
T. Theocharides
168
2
0
05 Nov 2021
Multi-frame Joint Enhancement for Early Interlaced Videos
Yang Zhao
Yanbo Ma
Yuan Chen
Wei Jia
Ronggang Wang
Xiaoping Liu
206
5
0
29 Sep 2021
Progressive Deep Video Dehazing without Explicit Alignment Estimation
Runde Li
162
10
0
16 Jul 2021
T-Net: Deep Stacked Scale-Iteration Network for Image Dehazing
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Lirong Zheng
Yanshan Li
Kaihao Zhang
Tong Lu
239
56
0
05 Jun 2021
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding
IEEE Transactions on Image Processing (TIP), 2021
Wenjia Niu
Kaihao Zhang
Tong Lu
Yiran Zhong
SupR
296
22
0
27 May 2021
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior
International Journal of Computer Vision (IJCV), 2021
Kaihao Zhang
Tong Lu
Yanjiang Yu
Wenqi Ren
Fang Zhao
Changsheng Li
Lin Ma
Wei Liu
Hongdong Li
269
76
0
09 May 2021
Affine-modeled video extraction from a single motion blurred image
Daoyu Li
Liheng Bian
Jun Zhang
149
1
0
08 Apr 2021
PeaceGAN: A GAN-based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier
Remote Sensing (RS), 2021
Jihyong Oh
Munchurl Kim
GAN
156
30
0
29 Mar 2021
Deep Dense Multi-scale Network for Snow Removal Using Semantic and Geometric Priors
IEEE Transactions on Image Processing (TIP), 2021
Kaihao Zhang
Rongqing Li
Yanjiang Yu
Tong Lu
Changsheng Li
Hongdong Li
375
252
0
21 Mar 2021
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal
IEEE Transactions on Image Processing (TIP), 2021
Kaihao Zhang
Dongxu Li
Tong Lu
Wenqi Ren
329
110
0
12 Mar 2021
ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring
Computer Vision and Pattern Recognition (CVPR), 2021
Dongxu Li
Chenchen Xu
Kaihao Zhang
Xin Yu
Yiran Zhong
Wenqi Ren
H. Suominen
Hongdong Li
179
86
0
07 Mar 2021
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior
Computer Vision and Pattern Recognition (CVPR), 2020
Jin-shan Pan
Haoran Bai
Jinhui Tang
253
172
0
06 Apr 2020
Deblurring by Realistic Blurring
Computer Vision and Pattern Recognition (CVPR), 2020
Kaihao Zhang
Tong Lu
Yiran Zhong
Lin Ma
B. Stenger
Wei Liu
Hongdong Li
297
456
0
04 Apr 2020
Prior-enlightened and Motion-robust Video Deblurring
Ya Zhou
Jianfeng Xu
K. Tasaka
Zhibo Chen
Weiping Li
278
2
0
25 Mar 2020
Learning the Loss Functions in a Discriminative Space for Video Restoration
Younghyun Jo
Jaeyeon Kang
Seoung Wug Oh
Seonghyeon Nam
Peter Vajda
Seon Joo Kim
GAN
107
1
0
20 Mar 2020
Learning to Deblur and Generate High Frame Rate Video with an Event Camera
Haoyu Chen
Minggui Teng
Boxin Shi
Wang YIzhou
Huang Tiejun
185
44
0
02 Mar 2020
Blurry Video Frame Interpolation
Computer Vision and Pattern Recognition (CVPR), 2020
Wang Shen
Wenbo Bao
Guangtao Zhai
Li Chen
Xiongkuo Min
Zhiyong Gao
304
103
0
27 Feb 2020
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