2 papers
cs.CV2026
PEDRA: Evaluating the Realism of Pedestrian Dynamics in Video Generation
Aaron Appelle, Jerome P. Lynch
Pedestrian simulation traditionally relies on expert-tuned, hand-crafted models that limit scalability and generalization. Meanwhile, large-scale video generation models have achie…
cs.CV2025
Can Image-To-Video Models Simulate Pedestrian Dynamics?
Aaron Appelle, Jerome P. Lynch
Recent high-performing image-to-video (I2V) models based on variants of the diffusion transformer (DiT) have displayed remarkable inherent world-modeling capabilities by virtue of…