Diffusion Probabilistic Modeling for Fine-Grained Urban Traffic Flow Inference with Relaxed Structural Constraint.
Xovee XuYutao WeiPengyu WangXucheng LuoFan ZhouGoce TrajcevskiPublished in: ICASSP (2023)
Keyphrases
- fine grained
- probabilistic modeling
- traffic flow
- traffic flows
- urban traffic
- traffic congestion
- probabilistic model
- road traffic
- coarse grained
- bayesian inference
- travel time
- bayesian networks
- intelligent transport systems
- cellular automata
- traffic data
- access control
- traffic patterns
- traffic information
- urban areas
- traffic network
- graphical models
- parameter learning
- intelligent transportation systems
- traffic light
- traffic conditions
- data lineage
- probabilistic inference
- traffic management
- road safety
- transportation networks
- statistical learning
- traffic accidents