Pitfalls of Gaussians as a noise distribution in NCE.
Holden LeeChirag PabbarajuAnish Prasad SevekariAndrej RisteskiPublished in: ICLR (2023)
Keyphrases
- mixture of gaussians
- probability distribution
- uniformly distributed
- linear combination
- random noise
- missing data
- noise reduction
- image processing
- neural network
- video sequences
- noisy environments
- additive noise
- poisson distribution
- noise model
- noise removal
- gaussian noise
- spatial distribution
- noisy data
- gaussian mixture model
- input data
- small number
- feature vectors
- multiscale