Train Sparsely, Generate Densely: Memory-Efficient Unsupervised Training of High-Resolution Temporal GAN.
Masaki SaitoShunta SaitoMasanori KoyamaSosuke KobayashiPublished in: Int. J. Comput. Vis. (2020)
Keyphrases
- memory efficient
- high resolution
- supervised learning
- low resolution
- spatio temporal
- supervised training
- temporal information
- training set
- image processing
- external memory
- remote sensing
- training process
- super resolution
- unsupervised learning
- training phase
- temporal constraints
- iterative deepening
- spatial and temporal
- high frequency
- supervised methods
- integral image
- multiple sequence alignment
- temporal data
- deep architectures
- sonar images
- satellite images
- temporal patterns
- spatial resolution
- structuring elements
- temporal reasoning
- machine learning
- space time
- high quality
- image sequences
- learning algorithm