most citedProgressive Bird's Eye View Perception for Safety-Critical Autonomous Driving: A Comprehensive Survey

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cs.AI2026

DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping

Pengyun Zhu, Yuqi Ren, Zhen Wang +2

Current Large Language Models (LLMs) typically rely on coarse-grained national labels for pluralistic value alignment. However, such macro-level supervision often obscures intra-co…