NudgeVAD: Language-Nudged End-to-End Driving via FiLM Residuals

Chieh-Chi Yang, Yu-Hsiang Chen, Yi-Ting Chen

Natural-language instructions promise controllable end-to-end driving, but their benefit can be hidden when planners already receive reliable high-level commands. We propose NudgeV…