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ksnet

「ACMMM23」 This repo is the official implementation of “Kernel Dimension Matters for VSR”

https://github.com/kimsure/ksnet

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
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    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.8%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

「ACMMM23」 This repo is the official implementation of “Kernel Dimension Matters for VSR”

Basic Info
  • Host: GitHub
  • Owner: Kimsure
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 1.3 MB
Statistics
  • Stars: 4
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 3 years ago · Last pushed 12 months ago
Metadata Files
Readme License Citation

README.md

KSNet-for-VSR

Sincerely sorry for the unavailable code that was lost due to a server issue at the university. I'll try to reimplement and release it later this year.

TODOs

  • [x] Build baseline based on BasicSR
  • [x] Implement kernel split module
  • [x] Implement flow-guided DCN module
  • [ ] Clean unrelated code
  • [ ] Write clear instructions

Citation

If you find this work helpful, please consider citing: @inproceedings{jin2023kernel, title={Kernel dimension matters: To activate available kernels for real-time video super-resolution}, author={Jin, Shuo and Liu, Meiqin and Yao, Chao and Lin, Chunyu and Zhao, Yao}, booktitle={Proceedings of the 31st ACM International Conference on Multimedia}, pages={8617--8625}, year={2023} }

Owner

  • Name: Jin
  • Login: Kimsure
  • Kind: user
  • Location: 中国
  • Company: Beijing Jiaotong University

BJTUer in Mepro. // Institute of Information & Science.

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this project, please cite it as below."
title: "BasicSR: Open Source Image and Video Restoration Toolbox"
version: 1.3.5
date-released: 2022-02-16
url: "https://github.com/XPixelGroup/BasicSR"
license: Apache-2.0
authors:
  - family-names: Wang
    given-names: Xintao
  - family-names: Xie
    given-names: Liangbin
  - family-names: Yu
    given-names: Ke
  - family-names: Chan
    given-names: Kelvin C.K.
  - family-names: Loy
    given-names: Chen Change
  - family-names: Dong
    given-names: Chao

GitHub Events

Total
  • Issues event: 1
  • Push event: 4
Last Year
  • Issues event: 1
  • Push event: 4