Abeer Almohamade

A Strategy-Driven Training Pipeline for Stable Traffic Accident Anticipation via Cross-Dataset Motion Transfer and Progressive Supervision

Vision-based traffic accident anticipation is critical for active vehicle safety systems, yet existing architectures frequently conflate performance gains with heavy parameter scaling optimized from scratch on compact domains. Consequently, during real-time inference, these frameworks suffer from severe prediction vola...