Speciality vs Generality: An Empirical Study on Catastrophic Forgetting in Fine-tuning Foundation Models.
Yong LinLu TanHangyu LinZeming ZhengRenjie PiJipeng ZhangShizhe DiaoHaoxiang WangHan ZhaoYuan YaoTong ZhangPublished in: CoRR (2023)
Keyphrases
- fine tuning
- machine learning
- probabilistic model
- decision trees
- neural network model
- least squares
- modeling framework
- parametric models
- metamodel
- incremental learning
- computational models
- experimental data
- model selection
- relational databases
- video sequences
- learning environment
- bayesian networks
- database systems
- information retrieval