Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders.
Amrutha SaseendranKathrin SkubchStefan FalknerMargret KeuperPublished in: NeurIPS (2021)
Keyphrases
- gaussian mixture
- gaussian density
- mixtures of gaussians
- em algorithm
- gaussian mixture model
- probability density function
- density estimation
- covariance matrix
- closed form
- expectation maximization
- multiscale
- denoising
- probability density
- kl divergence
- feature extraction
- maximum likelihood
- bayesian networks
- training data