Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion.
Pascal VincentHugo LarochelleIsabelle LajoieYoshua BengioPierre-Antoine ManzagolPublished in: J. Mach. Learn. Res. (2010)
Keyphrases
- denoising
- total variation
- image denoising
- image processing
- natural images
- wavelet domain
- noisy images
- noise removal
- active learning
- denoising algorithm
- denoising methods
- online learning
- gaussian noise
- learning systems
- connectionist networks
- deep belief networks
- learning algorithm
- deep learning
- wavelet packet
- neural network
- unsupervised feature learning
- neural nets
- learning tasks
- markov random field
- supervised learning
- learning process
- reinforcement learning
- computer vision
- machine learning