Expert-LaSTS: Expert-Knowledge Guided Latent Space for Traffic Scenarios.
Jonas WurstLakshman BalasubramanianMichael BotschWolfgang UtschickPublished in: CoRR (2022)
Keyphrases
- expert knowledge
- latent space
- latent variables
- expert systems
- low dimensional
- domain knowledge
- gaussian process
- prior knowledge
- manifold learning
- domain experts
- parameter space
- dimensionality reduction
- bayesian networks
- fuzzy logic
- matrix factorization
- lower dimensional
- gaussian process latent variable models
- feature space
- high dimensional
- generative model
- knowledge base
- gaussian processes
- distance metric
- probabilistic latent semantic analysis
- transfer learning
- gaussian mixture
- high dimensional data
- data sets
- semi supervised
- neural network
- general purpose
- learning algorithm
- random variables
- visual features
- knowledge acquisition
- high dimensional spaces
- probabilistic model