Large Generative Models Meet Multimodal Video Intelligence.
Mike Zheng ShouPublished in: LGM3A@MM (2023)
Keyphrases
- generative model
- probabilistic model
- multimedia
- discriminative learning
- mixture model
- video sequences
- discriminative models
- hierarchical hidden markov models
- generative and discriminative models
- topic models
- conditional random fields
- prior knowledge
- video data
- representational power
- dynamic textures
- em algorithm
- semi supervised
- object categories
- hidden variables
- expectation maximization
- maximum entropy principle
- discriminative learning framework