collaborators

1 paper

cs.CV2026

Multi-Stage VLM Pipeline for Zero-Shot Traffic Accident Understanding

Fumiya Tatematsu, Fumihiko Takahashi

We present the 1st-place solution to the ACCIDENT challenge at the CVPR 2026 AUTOPILOT Workshop, which asks for zero-shot prediction of accident timing, impact centroid, and collis…