Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression.
Haleh AkramiAnand A. JoshiSergül AydöreRichard M. LeahyPublished in: CoRR (2020)
Keyphrases
- quantile regression
- denoising
- cross validated
- least squares
- image denoising
- cross validation
- optical flow
- response variable
- image segmentation
- log likelihood
- image processing
- standard deviation
- prediction error
- correlation coefficient
- density estimation
- variational methods
- graphical models
- artificial neural networks
- prediction intervals
- feature selection