Awesome-Super-Resolution New papers and repositories

This thread should be reserved for requesting the addition of new papers and repos to be added in the repository, since we are entering the roaring 20s.

Jan 15 '20 16:01 DonaldTsang

SinGAN could be added

Apr 22 '20 09:04 danielkaifeng

Cross-referencing https://github.com/YapengTian/Single-Image-Super-Resolution/issues/7

Apr 22 '20 11:04 DonaldTsang

Thanks！I will update this

Apr 22 '20 13:04 ChaofWang

Also there are more

https://github.com/open-mmlab/mmsr
https://github.com/LoSealL/VideoSuperResolution
https://github.com/flyywh/Video-Super-Resolution
https://github.com/jlygit/AI-video-enhance

Apr 24 '20 05:04 DonaldTsang

Also there are more

https://github.com/open-mmlab/mmsr

https://github.com/LoSealL/VideoSuperResolution

https://github.com/flyywh/Video-Super-Resolution

https://github.com/jlygit/AI-video-enhance

I have added these repos, except for the last one

Apr 25 '20 08:04 ChaofWang

These are "repos of repos"

Apr 25 '20 10:04 DonaldTsang

LF-InterNet (ECCV2020) could be added. paper: https://arxiv.org/pdf/1912.07849.pdf code: https://github.com/YingqianWang/LF-InterNet

Jul 04 '20 13:07 YingqianWang

Thanks for the repo. Seems papers from NeurIPS 2020 are not included? like: https://arxiv.org/pdf/2006.16673.pdf https://arxiv.org/abs/2010.02631 https://papers.nips.cc/paper/2020/file/eaae339c4d89fc102edd9dbdb6a28915-Paper.pdf

Feb 03 '21 10:02 guochengqian

Hi CVPR / MAI 2021 Real-Time Single Image Super-Resolution Challenge Winner can be added

paper: https://arxiv.org/pdf/2105.10288.pdf

Jun 08 '21 12:06 deepernewbie

Hi There is an unofficial pytorch implementation of XLSR paper (https://arxiv.org/pdf/2105.10288.pdf) here in: https://github.com/cxzhou95/XLSR

Nov 26 '21 06:11 deepernewbie

Hi There is an unofficial pytorch implementation of XLSR paper (https://arxiv.org/pdf/2105.10288.pdf) here in: https://github.com/cxzhou95/XLSR

hi, I added it! thks

Nov 30 '21 04:11 ChaofWang

Request to add our new work on light field image super-resolution: tittle: Disentangling Light Fields for Super-Resolution and Disparity Estimation, TPAMI 2022 pdf: https://arxiv.org/pdf/2202.10603.pdf code: https://github.com/YingqianWang/DistgSSR

Mar 05 '22 02:03 YingqianWang

Request to add our new work on light field image super-resolution: tittle: Disentangling Light Fields for Super-Resolution and Disparity Estimation, TPAMI 2022 pdf: https://arxiv.org/pdf/2202.10603.pdf code: https://github.com/YingqianWang/DistgSSR

Updated, thks

Mar 08 '22 09:03 ChaofWang

Request to add our new work which has been accepted by CVPR 2022 as an oral paper: Learning Trajectory-Aware Transformer for Video Super-Resolution [Paper] https://arxiv.org/abs/2204.04216 [Code] https://github.com/researchmm/TTVSR

Thanks!

Jun 08 '22 09:06 hyang0511

Request to add our new work which has been accepted by CVPR 2022 as an oral paper: Learning Trajectory-Aware Transformer for Video Super-Resolution [Paper] https://arxiv.org/abs/2204.04216 [Code] https://github.com/researchmm/TTVSR

Thanks!

hi, I added it! thanks for your awesome work

Jun 09 '22 02:06 ChaofWang

Just writing a quick request to add our work "The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks" which has just been published in MDPI Sensors:

Code: https://github.com/um-dsrg/RUMpy Paper: https://doi.org/10.3390/s23010419

Thanks!

Jan 14 '23 09:01 mattaq31

https://github.com/um-dsrg/RUMpy

hi, I added it. thks

Jan 15 '23 12:01 ChaofWang

Hi, a quick Request to add our work "Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances", which has been published by TPAMI. The goal of this work is to give an overview of the abundance of publications in image super-resolution, give an introduction for new researchers, and open thriving discussions as well as point to potential future directions to advance the field :)

Paper: https://ieeexplore.ieee.org/document/10041995

Thanks! :)

Mar 27 '23 23:03 Brian-Moser

Hi, the paper "Self-Asymmetric Invertible Network for Compression-Aware Image Rescaling" has released the code:

https://github.com/yang-jin-hai/SAIN

Please update, thanks! :)

May 01 '23 02:05 yang-jin-hai

@Brian-Moser @yang-jin-hai sorry for the late reply. thks for your awesome works

May 08 '23 05:05 ChaofWang

Hello, the paper "SRFormer: Permuted Self-Attention for Single Image Super-Resolution" accepted by ICCV2023 has released the code:

https://github.com/HVision-NKU/SRFormer

Could you update？ Thank you！

Jul 23 '23 08:07 Z-YuPeng

@Z-YuPeng Done!

Jul 24 '23 06:07 ChaofWang

I kindly request to add our work "DWA: Differential Wavelet Amplifier for Image Super-Resolution" which has just been published in ICANN 2023: https://www.springerprofessional.de/dwa-differential-wavelet-amplifier-for-image-super-resolution/26073736

Sep 29 '23 20:09 Brian-Moser

I kindly request to add our work "DWA: Differential Wavelet Amplifier for Image Super-Resolution" which has just been published in ICANN 2023: https://www.springerprofessional.de/dwa-differential-wavelet-amplifier-for-image-super-resolution/26073736

DONE

Oct 09 '23 11:10 ChaofWang

I kindly request to add our new work "Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution" which has been accepted by CVPR 2023. Paper: https://openaccess.thecvf.com/content/CVPR2023/papers/Chao_Equivalent_Transformation_and_Dual_Stream_Network_Construction_for_Mobile_Image_CVPR_2023_paper.pdf Code: https://github.com/ECNUSR/ETDS

Also our work "A Novel Learnable Interpolation Approach for Scale-Arbitrary Image Super-Resolution" which has been accepted by IJCAI 2023. Paper: https://www.ijcai.org/proceedings/2023/63

Oct 15 '23 09:10 2019zhou

I kindly request to add our new work "Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution" which has been accepted by CVPR 2023. Paper: https://openaccess.thecvf.com/content/CVPR2023/papers/Chao_Equivalent_Transformation_and_Dual_Stream_Network_Construction_for_Mobile_Image_CVPR_2023_paper.pdf Code: https://github.com/ECNUSR/ETDS

Also our work "A Novel Learnable Interpolation Approach for Scale-Arbitrary Image Super-Resolution" which has been accepted by IJCAI 2023. Paper: https://www.ijcai.org/proceedings/2023/63

DONE

Oct 18 '23 02:10 ChaofWang

I kindly request to add our new work "Enhancing Real-Time Super Resolution with Partial Convolution and Efficient Variance Attention" which has been accepted by Multimedia 2023. Paper: https://dl.acm.org/doi/10.1145/3581783.3611729 Code: https://github.com/ECNUSR/PCEVA

Dec 11 '23 09:12 2019zhou

I kindly request to add our new work "Equivalent Transformation and Dual Stream Network Construction for Mobile Image Super-Resolution" which has been accepted by Multimedia 2023. Paper: https://dl.acm.org/doi/10.1145/3581783.3611729 Code: https://github.com/ECNUSR/PCEVA

DONE

Dec 11 '23 09:12 ChaofWang

Thank you for your work on this repo. It is really awesome. Could you please move our work "Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances" into the survey section too? Paper: https://ieeexplore.ieee.org/document/10041995

Thank you very much <3

Dec 20 '23 16:12 Brian-Moser

Thank you for your work on this repo. It is really awesome. Could you please move our work "Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances" into the survey section too? Paper: https://ieeexplore.ieee.org/document/10041995

Thank you very much <3

DONE

Dec 22 '23 09:12 ChaofWang

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New papers and repositories

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