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cs.CV2025
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges
Liling Yang, Ning Chen, Jun Yue +5
Foundation models have transformed natural language processing and computer vision, and their impact is now reshaping remote sensing image analysis. With powerful generalization an…
cs.CV2025
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization
Zuyu Zhang, Ning Chen, Yongshan Liu +2
Single Domain Generalization (SDG) aims to develop models capable of generalizing to unseen target domains using only one source domain, a task complicated by substantial domain sh…