AI RESEARCH

E-VLA: Event-Augmented Vision-Language-Action Model for Dark and Blurred Scenes

arXiv CS.CV

ArXi:2604.04834v1 Announce Type: new Robotic Vision-Language-Action (VLA) models generalize well for open-ended manipulation, but their perception is fragile under sensing-stage degradations such as extreme low light, motion blur, and black clipping. We present E-VLA, an event-augmented VLA framework that improves manipulation robustness when conventional frame-based vision becomes unreliable.