Variational Encoders and Autoencoders : Information-theoretic Inference and Closed-form Solutions.
Karthik DuraisamyPublished in: CoRR (2021)
Keyphrases
- information theoretic
- closed form solutions
- information theory
- mutual information
- closed form
- theoretic framework
- managerial insights
- information bottleneck
- point correspondences
- special case
- denoising
- jensen shannon divergence
- log likelihood
- variational methods
- image segmentation
- constrained optimization
- entropy measure
- bayesian networks
- kl divergence
- kullback leibler divergence
- relative entropy
- optical flow
- feature selection
- machine learning
- information theoretic measures
- jensen shannon
- viewpoint
- pairwise
- computer vision