Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning.
Namyeong KwonHwidong NaGabriel HuangSimon Lacoste-JulienPublished in: CoRR (2021)
Keyphrases
- learning process
- learning algorithm
- learning models
- accurate models
- reinforcement learning
- learning systems
- learning problems
- prior knowledge
- active learning
- online learning
- hidden variables
- statistical models
- probabilistic model
- learning environment
- learning tasks
- domain independent
- neural network
- inductive inference
- video shots
- background knowledge
- complex systems
- parameter estimation
- model selection
- knowledge acquisition
- markov random field
- domain specific