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Cong Pan

3 accepted papers

2026

HTNav: A Hybrid Navigation Framework with Tiered Structure for Urban Aerial Vision-and-Language Navigation

CVPR 2026

Inspired by the general Vision-and-Language Navigation (VLN) task, aerial VLN has attracted widespread attention, owing to its significant practical value in applications such as logistics delivery and urban inspection. However, existing methods face several challenges in complex urban environments,

Cited by 0SourceScholar
2026

History-Enhanced Two-Stage Transformer for Aerial Vision-and-Language Navigation

AAAI 2026technical

Aerial Vision-and-Language Navigation (AVLN) requires Unmanned Aerial Vehicle (UAV) agents to localize targets in large-scale urban environments based on linguistic instructions. While successful navigation demands both global environmental reasoning and local scene comprehension, existing UAV agent

Cited by 0SourcePDFScholar
2023

BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation

CVPR 2023poster

Bird's Eye View (BEV) semantic segmentation is a critical task in autonomous driving. However, existing Transformer-based methods confront difficulties in transforming Perspective View (PV) to BEV due to their unidirectional and posterior interaction mechanisms. To address this issue, we propose a n…

Cited by 25SourcePDFScholar