Robust Deep Learning from Crowds with Belief Propagation.
Hoyoung KimSeunghyuk ChoDongwoo KimJungseul OkPublished in: CoRR (2021)
Keyphrases
- belief propagation
- deep learning
- graphical models
- message passing
- graph cuts
- markov random field
- stereo matching
- approximate inference
- markov networks
- loopy belief propagation
- unsupervised learning
- machine learning
- energy function
- pairwise
- free energy
- fixed point
- probabilistic graphical models
- probabilistic inference
- weakly supervised
- higher order
- exact inference
- text mining
- partial occlusion
- probabilistic model
- image segmentation
- computer vision
- text classification