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Song Zhang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

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A Dynamic Prompting and Scenario Generation Method for Autonomous Driving Perception Based on Large Model Optimization

Downloads 68 (891,180)

A Dynamic Prompting and Scenario Generation Method for Autonomous Driving Perception Based on Large Model Optimization

Number of pages: 25 Posted: 02 Sep 2025
Mengjie Wang, Hongyi Lin, Song Zhang, Yang Liu and Xiaobo Qu
affiliation not provided to SSRN, Tsinghua University, affiliation not provided to SSRN, Tsinghua University and Tsinghua University
Downloads 51 (1,072,374)

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Autonomous Driving, Multimodal Large Models, Prompt Optimization, Scenario Generation, Knowledge Distillation, Model Quantization

A Dynamic Prompting and Scenario Generation Method for Autonomous Driving Perception Based on Large Model Optimization

Number of pages: 25 Posted: 02 Sep 2025
Mengjie Wang, Hongyi Lin, Song Zhang, Yang Liu and Xiaobo Qu
affiliation not provided to SSRN, Tsinghua University, affiliation not provided to SSRN, Tsinghua University and Tsinghua University
Downloads 17 (1,537,408)

Abstract:

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Autonomous Driving, Multimodal Large Models, Prompt Optimization, Scenario Generation, Knowledge Distillation, Model Quantization