Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning.
Henry KvingeZachary NewNico CourtsJung H. LeeLauren A. PhillipsCourtney D. CorleyAaron TuorAndrew AvilaNathan O. HodasPublished in: MetaDL@AAAI (2021)
Keyphrases
- prior knowledge
- learning algorithm
- connectionist networks
- fully connected
- mathematical model
- learning process
- reinforcement learning
- fuzzy logic
- supervised learning
- computational model
- fuzzy rules
- learning phase
- neural network
- objective function
- probabilistic model
- probability distribution
- bayesian networks
- membership functions
- learning scheme
- learning mechanism
- learned models
- similarity measure