Search Results for author: Huanming Shen

Found 3 papers, 2 papers with code

MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving

no code implementations2 May 2024 Haicheng Liao, Zhenning Li, Chengyue Wang, Huanming Shen, Bonan Wang, Dongping Liao, Guofa Li, Chengzhong Xu

This paper introduces a trajectory prediction model tailored for autonomous driving, focusing on capturing complex interactions in dynamic traffic scenarios without reliance on high-definition maps.

Autonomous Driving Computational Efficiency +1

BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving

1 code implementation11 Dec 2023 Haicheng Liao, Zhenning Li, Huanming Shen, Wenxuan Zeng, Dongping Liao, Guofa Li, Shengbo Eben Li, Chengzhong Xu

The ability to accurately predict the trajectory of surrounding vehicles is a critical hurdle to overcome on the journey to fully autonomous vehicles.

Autonomous Driving Decision Making +1

GPT-4 Enhanced Multimodal Grounding for Autonomous Driving: Leveraging Cross-Modal Attention with Large Language Models

1 code implementation6 Dec 2023 Haicheng Liao, Huanming Shen, Zhenning Li, Chengyue Wang, Guofa Li, Yiming Bie, Chengzhong Xu

In the field of autonomous vehicles (AVs), accurately discerning commander intent and executing linguistic commands within a visual context presents a significant challenge.

Autonomous Driving Decoder +1

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