Foundation Models and Fine-Tuning: A Benchmark for Out of Distribution Detection.
Francesco Cappio BorlinoLorenzo Li LuTatiana TommasiPublished in: IEEE Access (2024)
Keyphrases
- fine tuning
- probabilistic model
- complex systems
- probability distribution
- statistical models
- machine learning
- viable alternative
- detection algorithm
- real world
- random variables
- model selection
- object detection
- probability density function
- mathematical models
- false alarms
- comparative analysis
- joint distribution
- decision trees
- fine tune
- negative binomial