CausalAgents: A Robustness Benchmark for Motion Forecasting using Causal Relationships.
Rebecca RoelofsLiting SunBenjamin CaineKhaled S. RefaatBen SappScott EttingerWei ChaiPublished in: CoRR (2022)
Keyphrases
- causal relationships
- causal discovery
- causal models
- bayesian networks
- motion estimation
- causal structure
- data mining
- image sequences
- structural model
- camera motion
- influence diagrams
- latent variables
- probabilistic model
- fuzzy cognitive maps
- causal relations
- short term
- empirically derived
- co occurrence
- linear models
- optical flow
- moving objects
- structural descriptions
- real world
- causal networks