Understanding Noise-Augmented Training for Randomized Smoothing.
Ambar PalJeremias SulamPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- signal to noise ratio
- noisy data
- additive noise
- training set
- noise removal
- training phase
- random noise
- gaussian white noise
- smoothing algorithm
- training algorithm
- denoising
- supervised learning
- active learning
- image segmentation
- training examples
- gaussian filter
- low signal to noise ratio
- online learning
- noise sensitivity
- weighted averaging
- homogeneous areas
- smoothing filter
- missing data