Continuous-Time Flows for Efficient Inference and Density Estimation.
Changyou ChenChunyuan LiLiquan ChenWenlin WangYunchen PuLawrence CarinPublished in: ICML (2018)
Keyphrases
- density estimation
- efficient inference
- probabilistic inference
- conditional random fields
- mixture model
- fully connected
- markov random field
- approximate inference
- outlier detection
- probability density function
- exact inference
- gaussian mixture model
- state space
- graph structure
- hidden variables
- em algorithm
- dynamic programming
- graphical models
- computer vision
- belief propagation
- higher order
- bayesian networks
- markov networks
- training data
- image segmentation