Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images.
Alexander OrorbiaAnkur Arjun MaliPublished in: CogSci (2023)
Keyphrases
- natural images
- predictive coding
- sparse coding
- entropy coding
- coding method
- lossless compression
- binary tree
- motion compensated
- multiscale
- higher order
- object recognition
- video coding
- concept drift
- denoising
- image patches
- arithmetic coding
- generative model
- input image
- image coder
- non stationary
- test images
- unsupervised learning
- motion compensation
- computer vision
- bit plane
- distributed video coding
- quadtree
- high order
- bit rate
- markov random field
- deep learning
- probabilistic model
- multiresolution
- image segmentation