From Pointwise to Powerhouse: Initialising Neural Networks with Generative Models.
Christian HarderMoritz FuchsYuri TolkachAnirban MukhopadhyayPublished in: CoRR (2023)
Keyphrases
- generative model
- pointwise
- neural network
- probabilistic model
- weighted sum
- discriminative learning
- bayesian framework
- discriminative models
- em algorithm
- mixture model
- hierarchical hidden markov models
- semi supervised
- confidence intervals
- prior knowledge
- roc curve
- expectation maximization
- object categories
- conditional random fields