Robust Deep Learning from Crowds with Belief Propagation.
Hoyoung KimSeunghyuk ChoDongwoo KimJungseul OkPublished in: AISTATS (2022)
Keyphrases
- belief propagation
- deep learning
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- pairwise
- loopy belief propagation
- fixed point
- markov networks
- machine learning
- free energy
- unsupervised learning
- exact inference
- higher order
- probabilistic graphical models
- post processing
- energy function
- probabilistic inference
- viewpoint
- conditional random fields
- parameter estimation
- semi supervised
- training set
- feature space
- bayesian networks