One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations.
Henry KvingeScott HowlandNico CourtsLauren A. PhillipsJohn BuckheitZachary NewElliott SkomskiJung H. LeeSandeep TiwariJessica HiblerCourtney D. CorleyNathan O. HodasPublished in: CoRR (2021)
Keyphrases
- multiple representations
- learning algorithm
- intermediate representations
- learning process
- prior knowledge
- supervised learning
- domain specific
- background knowledge
- learning scenarios
- concept learning
- structured representations
- feature hierarchies
- active learning
- knowledge acquisition
- training examples
- technology enhanced learning
- association rules
- compact representations
- neural network