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: CoRR (2020)
Keyphrases
- learning scheme
- computational model
- probabilistic model
- power law
- network structure
- learning process
- mathematical model
- connectionist networks
- fully connected
- learning models
- prior knowledge
- reinforcement learning
- similarity measure
- online learning
- network model
- high level
- learning algorithm
- neural network
- probability distribution
- video sequences
- learning tasks
- learning mechanism