SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector

Kaiyu Li,Xiangyong Cao,Yupeng Deng, Jiayi Song,Junmin Liu,Deyu Meng,Zhi Wang

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING（2025）

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Semantics,Training,Head,Visualization,Feature extraction,Annotations,Perturbation methods,Decoding,Vocabulary,Transformers,Change detection (CD),foundation model,semi-supervised learning (SSL),visual-language model (VLM)

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