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Xingxing Weng

2 accepted papers

2025

Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation

CVPR 2025poster

This paper explores scene affinity (AIScene), namely intra-scene consistency and inter-scene correlation, for semi-supervised LiDAR semantic segmentation in driving scenes. Adopting teacher-student training, AIScene employs a teacher network to generate pseudo-labeled scenes from unlabeled data, whi…

2025

VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis

AAAI 2025technical

This paper develops a Versatile and Honest vision language Model (VHM) for remote sensing image analysis. VHM is built on a large-scale remote sensing image-text dataset with rich-content captions (VersaD), and an honest instruction dataset comprising both factual and deceptive questions (HnstD). Un…