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cs.CV2026
Progressive Pseudo-Label Optimization for Point-Supervised Change Detection
Hailong Ning, Hao Wang, Yimeng Wang +3
Point-supervised change detection (PS-CD) aims to identify pixel-level changes between bi-temporal images using only sparsely annotated points. Although point annotations substanti…
cs.CV2026
ConInfer: Context-Aware Inference for Training-Free Open-Vocabulary Remote Sensing Segmentation
Wenyang Chen, Zhanxuan Hu, Yaping Zhang +2
Training-free open-vocabulary remote sensing segmentation (OVRSS), empowered by vision-language models, has emerged as a promising paradigm for achieving category-agnostic semantic…