https://github.com/wnjxyk/awesome-minimum-supervision
Resources about minimum supervision
https://github.com/wnjxyk/awesome-minimum-supervision
List: awesome-minimum-supervision
Last synced: 6 months ago
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Resources about minimum supervision
- Host: GitHub
- URL: https://github.com/wnjxyk/awesome-minimum-supervision
- Owner: WNJXYK
- License: mit
- Created: 2022-06-10T15:11:00.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2022-06-17T06:15:31.000Z (about 4 years ago)
- Last Synced: 2025-03-10T03:08:43.807Z (over 1 year ago)
- Size: 3.91 KB
- Stars: 4
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Awesome Machine Learing with Minimum Supervision
## Table of Contents
* [Paper & Code](#paper--code)
* [Self-Supervised Learning](#self-supervised-learning)
* [Semi-Supervised Learning](#semi-supervised-learning)
* [Learning from Noisy Labels](##learning-from-noisy-labels)
## Paper & Code
### Self-Supervised Learning
* Reducing Label Effort: Self-Supervised meets Active Learning (ICCVW 2021) [[Paper](https://arxiv.org/abs/2108.11458)]
### Semi-Supervised Learning
* Consistency-Based Semi-supervised Active Learning: Towards Minimizing Labeling Cost (ECCV 2020) [[Paper](https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123550511.pdf)]
### Learning from Noisy Labels