The Evidence Lower Bound of Variational Autoencoders Converges to a Sum of Three Entropies.
Jörg LückeDennis ForsterZhenwen DaiPublished in: CoRR (2020)
Keyphrases
- image processing
- lower bound
- denoising
- image segmentation
- optimal solution
- objective function
- upper bound
- branch and bound algorithm
- branch and bound
- computer vision
- np hard
- min sum
- lower and upper bounds
- multiscale
- linear programming relaxation
- empirical evidence
- weighted sum
- variational framework
- search algorithm
- artificial neural networks
- optical flow computation
- sufficiently accurate
- lower bounding
- variational methods
- linear programming
- optical flow