continuousml/Awesome-Out-Of-Distribution-Detection

A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization

pythondistributionawesomedeep-learningmachineopen-worldawesome-listoodrobustnessgeneralizationout-of-distributionout-of-distribution-detectionood-detectionood-generalizationdistribution-shiftout-of-distribution-generalizationopen-world-learning
This is stars and forks stats for /continuousml/Awesome-Out-Of-Distribution-Detection repository. As of 05 May, 2024 this repository has 393 stars and 46 forks.

OOD Detection, Robustness, and Generalization This repo aims to provide the most comprehensive, up-to-date, high-quality resource for OOD detection, robustness, and generalization in Deep Learning. Your one-stop shop for everything OOD is here. If you spot errors or omissions, please open an issue or contact me at [email protected]. Primer: Your Neural Network Doesn't Know What It Doesn't Know OOD Detection represents an emerging trend in deep learning research, focusing on a critical deficiency...
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