Low Bandwidth Video-Chat Compression using Deep Generative Models.
Maxime OquabPierre StockOran GafniDaniel HazizaTao XuPeizhao ZhangOnur CelebiYana HassonPatrick LabatutBobo Bose-KolanuThibault PeyronelCamille CoupriePublished in: CoRR (2020)
Keyphrases
- low bandwidth
- generative model
- wireless networks
- high bandwidth
- mobile devices
- wireless communication
- probabilistic model
- mobile computing
- computing environments
- video conferencing
- communication cost
- discriminative learning
- prior knowledge
- discriminative models
- database server
- em algorithm
- semi supervised
- deep belief networks
- mobile networks
- compression algorithm
- generative and discriminative models
- machine learning
- image compression
- compression ratio
- computer vision
- expectation maximization
- low latency
- deep learning
- image quality
- image segmentation
- data sets