On-The-Fly Stochastic Codebook Re-generation for Sources with Memory.
Ahmed ElshafiyMahmoud NamaziRam ZamirKenneth RosePublished in: ITW (2020)
Keyphrases
- vector quantization
- databases
- multiple sources
- monte carlo
- information sources
- memory usage
- image representation
- stochastic model
- stochastic optimization
- generation process
- memory requirements
- low memory
- data sets
- generation method
- past experience
- computing power
- computational power
- knowledge sources
- main memory
- probability distribution
- feature vectors
- computer vision
- learning algorithm