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Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization.

Eason WangHenggang CuiSai YalamanchiMohana MoorthyNemanja Djuric
Published in: KDD (2020)
Keyphrases
  • trajectory data
  • real time
  • probabilistic model
  • social networks
  • prior knowledge
  • parameter estimation
  • loss function
  • complex systems
  • statistical model
  • network traffic
  • computational models
  • movement patterns