awesome-active-learning
internet-explorer
| awesome-active-learning | internet-explorer | |
|---|---|---|
| 1 | 7 | |
| 675 | 160 | |
| - | 0.0% | |
| 4.0 | 2.4 | |
| 23 days ago | about 1 year ago | |
| Creative Commons Zero v1.0 Universal | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
awesome-active-learning
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Strategies for selecting what data to annotate?
Github repos: https://github.com/baifanxxx/awesome-active-learning
internet-explorer
- Internet Explorer: Targeted Representation Learning on the Open Web
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[R] Internet Explorer: Targeted Representation Learning on the Open Web - Carnegie Mellon University Alexander C. Li et al 2023 - Trained on a single GPU for 40 hours and outperforms CLIP ResNet-50 that was trained on 4000 GPU hours!
Found relevant code at https://internet-explorer-ssl.github.io/ + all code implementations here
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Internet Explorer: Targeted Representation Learning on the Open Web - Carnegie Mellon University Alexander C. Li et al 2023 - Trained on a single GPU for 40 hours and outperforms CLIP ResNet-50 that was trained on 4000 GPU hours!
Blog: https://internet-explorer-ssl.github.io/
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CMU Researchers Introduce Internet Explorer: An AI Approach with Targeted Representation Learning on the Open Web
Quick Read: https://www.marktechpost.com/2023/03/08/cmu-researchers-introduce-internet-explorer-an-ai-approach-with-targeted-representation-learning-on-the-open-web/ Paper: https://arxiv.org/pdf/2302.14051.pdf Github: https://github.com/internet-explorer-ssl/internet-explorer
What are some alternatives?
examples - Notebooks demonstrating example applications of the cleanlab library
awesome-open-data-centric-ai - Curated list of open source tooling for data-centric AI on unstructured data.
deep-active-learning - Deep Active Learning
start-machine-learning-in-2020 - A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques! [Moved to: https://github.com/louisfb01/start-machine-learning]
awesome-ai-awesomeness - A curated list of awesome awesomeness about artificial intelligence
awesome-artificial-intelligence-research - A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
DataAug4Code - Source Code Data Augmentation for Deep Learning: A Survey.