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20232026
most citedHolistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models

5 citations · 8 across the 8 of their papers we have counts for

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cs.CV2025

PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning

Xinpeng Ding, Kui Zhang, Jianhua Han +3

Direct Preference Optimization (DPO) helps reduce hallucinations in Video Multimodal Large Language Models (VLLMs), but its reliance on offline preference data limits adaptability…