On Variational Bounds of Mutual Information.
Ben PooleSherjil OzairAäron van den OordAlex AlemiGeorge TuckerPublished in: ICML (2019)
Keyphrases
- mutual information
- information theoretic
- upper bound
- image registration
- similarity measure
- multi modal image registration
- feature selection
- lower bound
- conditional mutual information
- upper and lower bounds
- lower and upper bounds
- medical image registration
- error bounds
- image segmentation
- multimodal image registration
- information theoretic measures
- information gain
- worst case
- variational methods
- tight bounds
- mutual information maximization
- statistical dependence
- optical flow computation
- variational framework
- deformation field
- optical flow
- criterion function
- multiresolution
- optimal solution
- machine learning