Fine-tuning can cripple your foundation model; preserving features may be the solution.
Jishnu MukhotiYarin GalPhilip TorrPuneet K. DokaniaPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- fine tuning
- computational model
- mathematical model
- data sets
- prior knowledge
- statistical model
- probabilistic model
- information retrieval
- classification models
- management system
- probability distribution
- low level
- experimental data
- optimization method
- theoretical foundation
- formal model
- optimal solution
- geometric constraints
- image segmentation