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  license: apache-2.0
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+ Official checkpoint for **DGNet: Dual-Knowledge Guided Network for Infrared Small Target Detection**, accepted by **ACM Multimedia 2026**.
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+ DGNet is a framework for **Infrared Small Target Detection (IRSTD)**. It improves target detection by leveraging **dual-knowledge guidance** to enhance discriminative target representations, suppress complex background interference, and achieve more accurate segmentation of dim and small infrared targets.
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+ Links:
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+ 📄Paper:[Paper-MM26-DGNet](https://arxiv.org/abs/2609.00666)
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+ 🚀Code: [Code-MM26-DGNet](https://github.com/iLearn-Lab/MM26-DGNet)