Approximated Infomax Early Stopping: Revisiting Gaussian RBMs on Natural Images.
Taichi KiwakiTakaki MakinoKazuyuki AiharaPublished in: ICLR (Workshop Poster) (2014)
Keyphrases
- natural images
- restricted boltzmann machine
- multiscale
- higher order
- deep learning
- conditional random fields
- object recognition
- image patches
- input image
- probabilistic graphical models
- semi supervised
- linear combination
- denoising
- superpixels
- learning algorithm
- maximum likelihood
- test images
- transfer learning
- active learning
- loopy belief propagation
- unsupervised learning
- density function
- parameter estimation
- super resolution
- computer vision