Deep learning with differential Gaussian process flows.
Pashupati HegdeMarkus HeinonenHarri LähdesmäkiSamuel KaskiPublished in: AISTATS (2019)
Keyphrases
- gaussian process
- deep learning
- gaussian processes
- unsupervised learning
- regression model
- semi supervised
- approximate inference
- bayesian framework
- model selection
- machine learning
- latent variables
- mental models
- hyperparameters
- weakly supervised
- image segmentation
- generative model
- supervised learning
- prior knowledge
- object recognition
- input image
- computer vision