What about the Latent Space? The Need for Latent Feature Saliency Detection in Deep Time Series Classification.
Maresa SchröderAlireza ZamanianNarges AhmidiPublished in: Mach. Learn. Knowl. Extr. (2023)
Keyphrases
- latent space
- saliency detection
- latent variables
- low dimensional
- gaussian process
- dimensionality reduction
- generative model
- matrix factorization
- feature space
- lower dimensional
- gaussian process latent variable models
- high dimensional
- image features
- transfer learning
- detection method
- probabilistic model
- object detection
- probabilistic latent semantic analysis
- feature vectors
- markov random field
- natural images
- maximum likelihood
- saliency map
- machine learning
- prior knowledge
- support vector
- image segmentation