Fine-tuning can cripple your foundation model; preserving features may be the solution.
Jishnu MukhotiYarin GalPhilip H. S. TorrPuneet K. DokaniaPublished in: CoRR (2023)
Keyphrases
- fine tuning
- probabilistic model
- management system
- mathematical model
- computational model
- high level
- sensitivity analysis
- prior knowledge
- classification models
- experimental data
- statistical model
- neural network
- support vector machine
- general purpose
- cost function
- theoretical framework
- theoretical analysis
- maximum likelihood
- image classification
- conceptual model
- face recognition
- neural network model
- formal model
- prediction model
- simulated annealing