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2002.12213
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Meta-Transfer Learning for Zero-Shot Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2020
27 February 2020
Jae Woong Soh
Sunwoo Cho
N. Cho
SupR
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Papers citing
"Meta-Transfer Learning for Zero-Shot Super-Resolution"
50 / 124 papers shown
History-Augmented Contrastive Learning With Soft Mixture of Experts for Blind Super-Resolution of Planetary Remote Sensing Images
Huijia Zhao
Jie Lu
Yunqing Jiang
Xiao-Ping Lu
Kaichang Di
155
0
0
25 Nov 2025
MRI Super-Resolution with Deep Learning: A Comprehensive Survey
Mohammad Khateri
Serge Vasylechko
Morteza Ghahremani
Liam Timms
Deniz Kocanaogullari
...
Davood Karimi
Alejandra Sierra
Jussi Tohka
Sila Kurugol
O. Afacan
419
1
0
20 Nov 2025
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects
Proceedings of the IEEE (Proc. IEEE), 2025
Le Zhang
Ao Li
Qibin Hou
Ce Zhu
Yonina C. Eldar
SupR
322
1
0
19 Sep 2025
Zero-shot Volumetric CT Super-Resolution using 3D Gaussian Splatting with Upsampled 2D X-ray Projection Priors
Jeonghyun Noh
Hyun-Jic Oh
Byungju Chae
Won-Ki Jeong
DiffM
96
0
0
21 Aug 2025
Not Only Consistency: Enhance Test-Time Adaptation with Spatio-temporal Inconsistency for Remote Physiological Measurement
Xiao Yang
Jiyao Wang
Yuxuan Fan
Can Liu
Houcheng Su
Weichen Guo
Zitong Yu
Dengbo He
Kaishun Wu
TTA
262
2
0
10 Jul 2025
Align the GAP: Prior-based Unified Multi-Task Remote Physiological Measurement Framework For Domain Generalization and Personalization
Jiyao Wang
Xiao Yang
Hao Lu
Dengbo He
Kaishun Wu
265
4
0
19 Jun 2025
Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations
IEEE Transactions on Image Processing (TIP), 2024
Weilei Wen
Chunle Guo
Wenqi Ren
Hongpeng Wang
Xiuli Shao
SupR
187
4
0
09 Jun 2025
A Lightweight Image Super-Resolution Transformer Trained on Low-Resolution Images Only
Procedia Computer Science (PCS), 2025
Björn Möller
Lucas Görnhardt
Tim Fingscheidt
ViT
215
2
0
30 Mar 2025
Learning to Adapt to Low-Resource Paraphrase Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Zhigen Li
Yanmeng Wang
Rizhao Fan
Ye Wang
Jianfeng Li
Shaojun Wang
333
7
0
22 Dec 2024
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior
Li-Yuan Tsao
Hao-Wei Chen
Hao-Wei Chung
Deqing Sun
Chun-Yi Lee
Kelvin Chan
Ming-Hsuan Yang
DiffM
230
7
0
27 Nov 2024
High-Resolution Be Aware! Improving the Self-Supervised Real-World Super-Resolution
Yuehan Zhang
Angela Yao
SupR
229
0
0
25 Nov 2024
Alternative Learning Paradigms for Image Quality Transfer
Machine Learning for Biomedical Imaging (MLBI), 2024
A. Eldaly
Matteo Figini
Daniel C. Alexander
OOD
203
2
0
08 Nov 2024
Adaptive Domain Learning for Cross-domain Image Denoising
Neural Information Processing Systems (NeurIPS), 2024
Zian Qian
Zhiheng Liu
K. L. Law
Hao Fu
Chenyang Lei
Qifeng Chen
311
0
0
03 Nov 2024
Enhanced Super-Resolution Training via Mimicked Alignment for Real-World Scenes
Asian Conference on Computer Vision (ACCV), 2024
Omar Elezabi
Zongwei Wu
Radu Timofte
CVBM
SupR
361
1
0
07 Oct 2024
EarthGen: Generating the World from Top-Down Views
Ansh Sharma
Albert Xiao
Praneet Rathi
Rohit Kundu
Albert Zhai
Yuan Shen
Shenlong Wang
348
2
0
02 Sep 2024
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation
Jingyuan Xia
Zhixiong Yang
Shengxi Li
Shuanghui Zhang
Yaowen Fu
Deniz Gündüz
Xiang Li
SupR
BDL
179
47
0
13 Jun 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2024
Qingguo Liu
Chenyi Zhuang
Pan Gao
Jie Qin
343
10
0
13 May 2024
A Novel Implicit Neural Representation for Volume Data
Applied Sciences (Appl. Sci.), 2023
Armin Sheibanifard
Hongchuan Yu
266
8
0
13 Mar 2024
Learning Correction Errors via Frequency-Self Attention for Blind Image Super-Resolution
International Conference on Image, Vision and Computing (ICIVC), 2024
Haochen Sun
Yan Yuan
Lijuan Su
Hao-Yu Shao
219
3
0
12 Mar 2024
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
214
26
0
05 Mar 2024
PREDILECT: Preferences Delineated with Zero-Shot Language-based Reasoning in Reinforcement Learning
Simon Holk
Daniel Marta
Iolanda Leite
226
17
0
23 Feb 2024
Self Supervised Vision for Climate Downscaling
International Joint Conference on Artificial Intelligence (IJCAI), 2024
Karandeep Singh
Chaeyoon Jeong
Naufal Shidqi
Sungwon Park
A. Nellikkattil
Elke Zeller
Meeyoung Cha
AI4Cl
265
0
0
09 Jan 2024
Deep Internal Learning: Deep Learning from a Single Input
IEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2023
Tom Tirer
Raja Giryes
Se Young Chun
Yonina C. Eldar
361
10
0
12 Dec 2023
Human-Centric Autonomous Systems With LLMs for User Command Reasoning
Yi Yang
Qingwen Zhang
Ci Li
Daniel Simoes Marta
Nazre Batool
John Folkesson
LRM
373
38
0
14 Nov 2023
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
Neural Information Processing Systems (NeurIPS), 2023
Zeshuai Deng
Zhuokun Chen
Shuaicheng Niu
Thomas H. Li
Bohan Zhuang
Zhuliang Yu
185
30
0
29 Oct 2023
Degradation-Aware Self-Attention Based Transformer for Blind Image Super-Resolution
IEEE transactions on multimedia (IEEE TMM), 2023
Qingguo Liu
Pan Gao
Kang Han
Ningzhong Liu
Weikang Xiang
ViT
300
25
0
06 Oct 2023
3DHR-Co: A Collaborative Test-time Refinement Framework for In-the-Wild 3D Human-Body Reconstruction Task
IEEE Access (IEEE Access), 2023
Jonathan Samuel Lumentut
Kyoung Mu Lee
3DH
166
0
0
02 Oct 2023
MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces
IEEE International Conference on Computer Vision (ICCV), 2023
Zhicun Yin
Ming-Yu Liu
Xiaoming Li
Hui Yang
Longan Xiao
W. Zuo
3DH
181
8
0
15 Sep 2023
Test-Time Adaptation for Point Cloud Upsampling Using Meta-Learning
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
A. Hatem
Yiming Qian
Yang Wang
3DPC
366
11
0
31 Aug 2023
Point-TTA: Test-Time Adaptation for Point Cloud Registration Using Multitask Meta-Auxiliary Learning
IEEE International Conference on Computer Vision (ICCV), 2023
A. Hatem
Yiming Qian
Yang Wang
3DPC
TTA
264
27
0
31 Aug 2023
MetaGCD: Learning to Continually Learn in Generalized Category Discovery
IEEE International Conference on Computer Vision (ICCV), 2023
Yanan Wu
Zhixiang Chi
Yang Wang
Songhe Feng
BDL
CLL
342
43
0
21 Aug 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution
International Journal of Computer Vision (IJCV), 2023
Zhengxiong Luo
Yan Huang
Shang Li
Liangsheng Wang
Tien-Ping Tan
SupR
243
30
0
17 Aug 2023
Improved Region Proposal Network for Enhanced Few-Shot Object Detection
Neural Networks (Neural Netw.), 2023
Zeyu Shangguan
Mohammad Rostami
ObjD
270
15
0
15 Aug 2023
ICF-SRSR: Invertible scale-Conditional Function for Self-Supervised Real-world Single Image Super-Resolution
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Reyhaneh Neshatavar
Mohsen Yavartanoo
Sanghyun Son
Kyoung Mu Lee
193
8
0
24 Jul 2023
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Vikrant Rangnekar
Uddeshya Upadhyay
Zeynep Akata
Biplab Banerjee
218
5
0
27 May 2023
Meta-Auxiliary Network for 3D GAN Inversion
Bangrui Jiang
Zhenhua Guo
Yujiu Yang
263
3
0
18 May 2023
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning
Jun Shu
Xiang Yuan
Deyu Meng
Zongben Xu
334
5
0
13 May 2023
L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery
N. Nguyen
J. Anger
Axel Davy
Pablo Arias
Gabriele Facciolo
297
12
0
14 Apr 2023
Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2023
Xuhai Chen
Jiangning Zhang
Chao Xu
Yabiao Wang
Chengjie Wang
Wenshu Fan
SupR
155
12
0
07 Apr 2023
Learning to Recover Spectral Reflectance from RGB Images
IEEE Transactions on Image Processing (IEEE TIP), 2023
Dong Huo
Jian Wang
Yiming Qian
Yee-Hong Yang
315
4
0
04 Apr 2023
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
Computer Vision and Pattern Recognition (CVPR), 2023
Yuang Ai
Xiaoqiang Zhou
Huaibo Huang
Lei Zhang
Xiao-Yu Zhang
418
9
0
31 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts
International Journal of Computer Vision (IJCV), 2023
Jian Liang
Ran He
Tien-Ping Tan
OOD
VLM
TTA
340
408
0
27 Mar 2023
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Yuki Kondo
Norimichi Ukita
SupR
308
15
0
24 Feb 2023
Kernelized Back-Projection Networks for Blind Super Resolution
Tomoki Yoshida
Yuki Kondo
Takahiro Maeda
Kazutoshi Akita
Norimichi Ukita
SupR
337
2
0
16 Feb 2023
Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Royson Lee
Rui Li
Stylianos I. Venieris
Timothy M. Hospedales
Ferenc Huszár
Nicholas D. Lane
SupR
178
6
0
15 Dec 2022
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability
AAAI Conference on Artificial Intelligence (AAAI), 2022
Zhexiong Liu
Licheng Liu
Yiqun Xie
Zhenong Jin
X. Jia
196
13
0
10 Dec 2022
Bridging Component Learning with Degradation Modelling for Blind Image Super-Resolution
IEEE transactions on multimedia (IEEE TMM), 2022
Yixuan Wu
Feng Li
Yuxi Liu
Weisi Lin
Runmin Cong
Yao-Min Zhao
SupR
224
21
0
03 Dec 2022
Learning Detail-Structure Alternative Optimization for Blind Super-Resolution
IEEE transactions on multimedia (IEEE TMM), 2022
Feng Li
Yixuan Wu
Yuxi Liu
Weisi Lin
Runmin Cong
Yao-Min Zhao
SupR
142
56
0
03 Dec 2022
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
International Conference on Learning Representations (ICLR), 2022
Bin Xia
Yulun Zhang
Yitong Wang
Yapeng Tian
Wenming Yang
Radu Timofte
Luc Van Gool
295
44
0
30 Nov 2022
Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning
Control Engineering Practice (CEP), 2022
Wenqi Ren
Qiyu Sun
Chaoqiang Zhao
Yang Tang
151
4
0
14 Nov 2022
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