Mila - Quebec AI Institute · Text-to-Video

Ctrl-Crash

A controllable video diffusion model that generates realistic car crash scenarios conditioned on bounding boxes, crash types, and initial frames, using classifier-free guidance for fine-grained control over multiple conditioning signals. Achieves state-of-the-art performance on video quality metrics and enables counterfactual accident simulation for traffic safety research.