2026
MTA: Multimodal Task Alignment for BEV Perception and Captioning
CVPR 2026
Bird's eye view (BEV)-based 3D perception plays a crucial role in autonomous driving applications. The rise of large language models has spurred interest in BEV-based captioning to understand object behavior in the surrounding environment. However, existing approaches treat perception and captioning