MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation

Lingfeng Zhang, Xiaoshuai Hao, Qinwen Xu, Qiang Zhang, Xinyao Zhang, Pengwei Wang, Jing Zhang, Zhongyuan Wang, Shanghang Zhang, Renjing Xu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.638
Citations
4
Primary Topic
Multimodal Machine Learning Applications
Type
article
Field-Weighted Citation Impact
5.10
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MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation

Shanghang Zhang, Qinwen Xu, Xiaoshuai Hao, Lingfeng Zhang et al.
4 citations
Multimodal Machine Learning Applications
5.10
article

MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation

Shanghang Zhang, Qinwen Xu, Xiaoshuai Hao, Lingfeng Zhang, Pengwei Wang, Jing Zhang, Zhongyuan Wang, Qiang Zhang, Xinyao Zhang, Renjing Xu
article en
4 citations

Abstract

Lingfeng Zhang, Xiaoshuai Hao, Qinwen Xu, Qiang Zhang, Xinyao Zhang, Pengwei Wang, Jing Zhang, Zhongyuan Wang, Shanghang Zhang, Renjing Xu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Openalex Percentile: Top 4%
Multimodal Machine Learning Applications
5.10
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