Unsupervised representation learning with recognition-parametrised probabilistic models.
William I. WalkerHugo SoulatChangmin YuManeesh SahaniPublished in: AISTATS (2023)
Keyphrases
- probabilistic model
- unsupervised learning
- learning process
- supervised learning
- visual recognition
- online learning
- feature hierarchies
- learning systems
- object recognition
- recognition rate
- knowledge acquisition
- semi supervised
- recognition process
- weakly supervised
- learning algorithm
- graphical models
- pattern recognition
- dynamic bayesian networks
- object representation
- probabilistic modeling
- visual learning
- supervised training