Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning.
Ryota YoshihashiShuhei NishimuraDai YonebayashiYuya OtsukaTomohiro TanakaTakashi MiyazakiPublished in: CoRR (2022)
Keyphrases
- unsupervised learning
- high accuracy
- learning scheme
- detection method
- prior knowledge
- network model
- neural nets
- objective function
- synthetic data
- em algorithm
- genetic algorithm
- learning tasks
- clustering method
- similarity measure
- learning algorithm
- neural network
- model selection
- supervised learning
- learning process
- pairwise
- computational complexity
- radial basis function network
- connectionist networks