Data-driven Discovery with Large Generative Models.
Bodhisattwa Prasad MajumderHarshit SuranaDhruv AgarwalSanchaita HazraAshish SabharwalPeter ClarkPublished in: CoRR (2024)
Keyphrases
- generative model
- data driven
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- em algorithm
- hierarchical hidden markov models
- semi supervised
- object categories
- maximum entropy principle
- prior knowledge
- conditional random fields
- topic models
- representational power
- generative and discriminative models
- expectation maximization
- graphical models
- hidden markov models
- image processing
- unsupervised learning
- data mining
- maximum likelihood
- object detection
- active learning
- pairwise
- object recognition