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Author

Lin-Sheng Huang

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#artificial intelligence Open access Jul 2026

GeoSelect: Spatial-Program Execution for Training-Free Referring Remote Sensing Image Segmentation

GeoSelect is proposed, a training-free pipeline that reframes referring as the execution of a typed spatial program, and achieves more than twice the best prior training-free method on RRSIS-D, with no referring supervision and on a single GPU.

Yu-Hang Jiang, Guo-Hui Deng, Miao-Zhong Xu et al. · 0 citations
2026

Toward Trustworthy Dynamic Facial Expression Recognition via Information Bottleneck Modeling

Due to the presence of semantic ambiguity among similar expression categories and the inherent imbalance in spatio-temporal feature intensities, dynamic facial expression recognition (DFER) in the wild poses significant challenges for building trustworthy and robust systems. These factors often lead to inconsistent fea...

Feng-Qi Cui, Anyang Tong, Jin-Yang Huang et al. · 1 citation

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