A Systematic Performance Analysis of Deep Perceptual Loss Networks Breaks Transfer Learning Conventions.
Gustav Grund PihlgrenKonstantina NikolaidouPrakash Chandra ChhipaNosheen AbidRajkumar SainiFredrik SandinMarcus LiwickiPublished in: CoRR (2023)
Keyphrases
- transfer learning
- knowledge transfer
- prediction with expert advice
- learning tasks
- machine learning
- cross domain
- labeled data
- text classification
- manifold alignment
- collaborative filtering
- text categorization
- reinforcement learning
- multi task learning
- machine learning algorithms
- active learning
- structure learning
- multi task
- domain adaptation
- transfer knowledge
- learning algorithm
- data sets
- target domain
- transferring knowledge
- network structure
- semi supervised learning
- semi supervised
- previously learned
- artificial intelligence
- information retrieval
- unsupervised learning
- knowledge management
- probabilistic model