Rate-Regularization and Generalization in Variational Autoencoders.
Alican BozkurtBabak EsmaeiliJean-Baptiste TristanDana H. BrooksJennifer G. DyJan-Willem van de MeentPublished in: AISTATS (2021)
Keyphrases
- denoising
- total variation regularization
- variational formulation
- image segmentation
- variational framework
- image denoising
- total variation
- basis pursuit
- regularization term
- optical flow
- partial differential equations
- data dependent
- prior information
- free energy
- regularization framework
- regularization method
- robust statistics
- multiscale
- image processing