Author

Xiang Wu

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Open access Aug 2026

A Vision Transformer with Dynamic Masking and Cross-Modal Semantic Learning for Remote Sensing Scene Classification

Remote sensing scene classification plays a vital role in various Earth observation applications. Although supervised learning remains the dominant paradigm, vast quantities of unlabeled imagery remain significantly underutilized. To leverage these unlabeled resources and enhance categorization accuracy, we propose a n...

Feng Ni, Yi Liu, Shi-Bo Dai et al. · Remote Sensing · 0 citations

Open access Sep 2026

Parallel Transformer-GAT with Intention Scoring for Pedestrian Trajectory Prediction

The inherent uncertainty and dynamic interactivity of pedestrian motion in complex, crowded scenarios pose fundamental challenges for the safe decision-making of autonomous driving and intelligent social robotics. Specifically, pedestrian trajectory prediction must accurately integrate individual subjective motion in...

Jiang Ji, Sen-Sen Liang, Shi-Bo Dai et al. · Engineering Research Express · 0 citations