Interpretable cytometry cell-type annotation with flow-based deep generative models.
Quentin BlampeyNadège BercoviciCharles-Antoine DutertreIsabelle PicFabrice AndréJoana Mourato RibeiroPaul-Henry CournèdePublished in: CoRR (2022)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- prior knowledge
- deep belief networks
- conditional random fields
- maximum entropy principle
- hierarchical hidden markov models
- expectation maximization
- em algorithm
- semi supervised
- topic models
- object categories
- representational power
- active learning
- object detection
- image annotation
- generative and discriminative models
- image retrieval
- d objects
- unsupervised learning
- language model