Understanding and Improving Transfer Learning of Deep Models via Neural Collapse.
Xiao LiSheng LiuJinxin ZhouXinyu LuCarlos Fernandez-GrandaZhihui ZhuQing QuPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- transfer learning
- knowledge transfer
- labeled data
- learning tasks
- machine learning algorithms
- active learning
- text classification
- text mining
- previously learned
- data sets
- cross domain
- model selection
- probabilistic model
- reinforcement learning
- machine learning
- collaborative filtering
- nearest neighbor
- semi supervised learning
- prior knowledge
- feature extraction
- information retrieval
- structure learning
- real world