DIVA: A Dirichlet Process Based Incremental Deep Clustering Algorithm via Variational Auto-Encoder.
Zhenshan BingYuan MengYuqi YunHang SuXiaojie SuKai HuangAlois C. KnollPublished in: CoRR (2023)
Keyphrases
- dirichlet process
- clustering algorithm
- dirichlet process mixture models
- variational methods
- multi task learning
- bayesian model
- gaussian processes
- mixture model
- variational inference
- incremental learning
- sampling algorithm
- posterior distribution
- bit rate
- latent topics
- image segmentation
- k means
- markov chain monte carlo
- generative model
- optic flow
- curve evolution
- optical flow estimation
- bayesian framework
- multi task
- conditional probabilities
- learning problems
- approximate inference
- expectation maximization
- level set
- probabilistic model
- bayesian inference