Can Generative Models Improve Self-Supervised Representation Learning?
Arash AfkanpourVahid Reza KhazaieSana AyromlouFereshteh ForghaniPublished in: CoRR (2024)
Keyphrases
- generative model
- discriminative learning
- learning process
- learning tasks
- prior knowledge
- hidden variables
- reinforcement learning
- boltzmann machine
- representational power
- mixture model
- probabilistic model
- active learning
- learning algorithm
- em algorithm
- expectation maximization
- supervised learning
- object detection
- semi supervised
- parameter learning
- discriminative models
- discriminatively trained
- hierarchical hidden markov models