Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts.
Eduard TulchinskiiKristian KuznetsovLaida KushnarevaDaniil CherniavskiiSergey I. NikolenkoEvgeny BurnaevSerguei BarannikovIrina PiontkovskayaPublished in: NeurIPS (2023)
Keyphrases
- robust detection
- intrinsic dimension
- intrinsic dimensionality
- feature detection
- dimensionality reduction
- vector space
- machine learning
- nearest neighbor
- principal component analysis
- low dimensional
- dimension reduction
- high dimensions
- probability density
- noisy data
- maximum likelihood estimation
- density estimation
- unsupervised learning
- object recognition