Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory.
Ali ZafariAtefeh KhoshkhahtinatPiyush M. MehtaNasser M. NasrabadiBarbara J. ThompsonDaniel Da SilvaMichael S. F. KirkPublished in: ICMLA (2022)
Keyphrases
- image compression
- vector quantization
- recurrent networks
- wavelet transform
- compression scheme
- network architecture
- neural network
- reconstructed image
- subband
- dynamical systems
- dynamic model
- compression algorithm
- biologically plausible
- compressed images
- discrete cosine transform
- compression ratio
- transform coding
- low bit rate
- probabilistic model
- focus of attention
- lossless compression
- learning rules
- generative model
- biologically inspired
- unsupervised learning
- feed forward
- associative memory
- data compression
- recurrent neural networks