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D visual features, we introduce a plug-and-play Cross-View
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Diffusion models can achieve a 10x performance boost in real-world autonomous driving when optimized for trajectory representation, loss space, and augmented with reinforcement learning.
End-to-end autonomous driving is being reshaped by LLMs and VLMs, but challenges in multimodal fusion and safety remain open.
