TrafficVILA: Scaling Vision-Language Models to High-Resolution Video Understanding for Traffic Safety Analysis. - Zaid Pervaiz Bhat; Seunghwan Cha; Rohan Gulati; Monika Jhuria; Varun Praveen; Tomasz Kornuta; Yao Lu; Vidya N. Murali (ICCVW, 2025)