MAGMA - Multimodal Augmentation of Generative Models through Adapter-based Finetuning.
Constantin EichenbergSidney BlackSamuel WeinbachLetitia ParcalabescuAnette FrankPublished in: EMNLP (Findings) (2022)
Keyphrases
- generative model
- probabilistic model
- prior knowledge
- conditional random fields
- em algorithm
- discriminative learning
- mixture model
- topic models
- discriminative models
- expectation maximization
- object categories
- hierarchical hidden markov models
- boltzmann machine
- generative and discriminative models
- hidden variables
- object detection
- maximum entropy principle