On Disentanglement and Mutual Information in Semi-Supervised Variational Auto-Encoders.
Elliott Gordon-RodríguezPublished in: CVPR Workshops (2021)
Keyphrases
- mutual information
- semi supervised
- semi supervised learning
- information theoretic
- labeled data
- image registration
- supervised learning
- pairwise
- unlabeled data
- active learning
- similarity measure
- unsupervised learning
- image segmentation
- feature selection
- video compression
- pairwise constraints
- medical image registration
- multi modal image registration
- information gain
- multi view
- variational methods
- conditional mutual information
- semi supervised classification
- semi supervised clustering
- co training
- kullback leibler divergence
- optical flow
- information theoretic measures
- multimodal image registration
- constrained clustering
- normalized mutual information
- free energy
- optical flow computation
- methods in computer vision
- labeled and unlabeled data
- machine learning
- neural network