Skilful precipitation nowcasting using deep generative models of radar.
Suman V. RavuriKarel LencMatthew WillsonDmitry KanginRémi LamPiotr MirowskiMegan FitzsimonsMaria AthanassiadouSheleem KashemSam MadgeRachel PruddenAmol MandhaneAidan ClarkAndrew BrockKaren SimonyanRaia HadsellNiall H. RobinsonEllen ClancyAlberto ArribasShakir MohamedPublished in: Nat. (2021)
Keyphrases
- generative model
- probabilistic model
- mixture model
- em algorithm
- discriminative learning
- discriminative models
- conditional random fields
- deep belief networks
- semi supervised
- hierarchical hidden markov models
- representational power
- prior knowledge
- topic models
- object categories
- hidden variables
- object detection
- maximum entropy principle
- graphical models
- information extraction
- computer vision
- data sets