Representation Learning Dynamics of Self-Supervised Models.
Pascal Mattia EsserSatyaki MukherjeeDebarghya GhoshdastidarPublished in: CoRR (2023)
Keyphrases
- learning process
- accurate models
- prior knowledge
- learning algorithm
- online learning
- learning models
- statistical models
- multiple representations
- hidden variables
- unsupervised learning
- probabilistic model
- active learning
- feature selection
- complex systems
- experimental data
- learning tasks
- learning problems
- knowledge acquisition
- mathematical models
- dynamic bayesian networks
- qualitative models
- structured prediction
- latent variable models