![Richard Song on Twitter: "(1/n) We found that compared to supervised learning (SL) where accuracy might increase by a few percentages, DARTS in RL can provide some massive boosts, up to 250% Richard Song on Twitter: "(1/n) We found that compared to supervised learning (SL) where accuracy might increase by a few percentages, DARTS in RL can provide some massive boosts, up to 250%](https://pbs.twimg.com/media/FTkHVYkXsAAnt9c.png)
Richard Song on Twitter: "(1/n) We found that compared to supervised learning (SL) where accuracy might increase by a few percentages, DARTS in RL can provide some massive boosts, up to 250%
![Applied Sciences | Free Full-Text | A Method for Gradient Differentiable Network Architecture Search by Selecting and Clustering Candidate Operations Applied Sciences | Free Full-Text | A Method for Gradient Differentiable Network Architecture Search by Selecting and Clustering Candidate Operations](https://www.mdpi.com/applsci/applsci-11-11436/article_deploy/html/images/applsci-11-11436-g007b.png)
Applied Sciences | Free Full-Text | A Method for Gradient Differentiable Network Architecture Search by Selecting and Clustering Candidate Operations
DARTS: Differentiable Architecture Search | DARTS: Differentiable Architecture Search by Hanxiao Liu, Karen Simonyan, and Yiming Yang. Paper: https://arxiv.org/abs/1806.09055 Code:... | By Montreal.AI | Facebook
![Difference between DARTS and P-DARTS. Both methods search and evaluate... | Download Scientific Diagram Difference between DARTS and P-DARTS. Both methods search and evaluate... | Download Scientific Diagram](https://www.researchgate.net/publication/334963534/figure/fig16/AS:863126903857166@1582796898722/Difference-between-DARTS-and-P-DARTS-Both-methods-search-and-evaluate-networks-on.png)
Difference between DARTS and P-DARTS. Both methods search and evaluate... | Download Scientific Diagram
GitHub - xiaomi-automl/FairDARTS: Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
![RL-DARTS: Differentiable neural architecture search via reinforcement-learning-based meta-optimizer - ScienceDirect RL-DARTS: Differentiable neural architecture search via reinforcement-learning-based meta-optimizer - ScienceDirect](https://ars.els-cdn.com/content/image/1-s2.0-S0950705121008479-gr2.jpg)
RL-DARTS: Differentiable neural architecture search via reinforcement-learning-based meta-optimizer - ScienceDirect
![Demonstration of the degradation issue in DARTS. (a) is the selected... | Download Scientific Diagram Demonstration of the degradation issue in DARTS. (a) is the selected... | Download Scientific Diagram](https://www.researchgate.net/publication/354141897/figure/fig1/AS:1060903508250625@1629950515725/Demonstration-of-the-degradation-issue-in-DARTS-a-is-the-selected-architecture-by.png)
Demonstration of the degradation issue in DARTS. (a) is the selected... | Download Scientific Diagram
![Applied Sciences | Free Full-Text | A Method for Gradient Differentiable Network Architecture Search by Selecting and Clustering Candidate Operations Applied Sciences | Free Full-Text | A Method for Gradient Differentiable Network Architecture Search by Selecting and Clustering Candidate Operations](https://www.mdpi.com/applsci/applsci-11-11436/article_deploy/html/images/applsci-11-11436-g001.png)