图神经网络 | ViLab https://vilab.team/tag/%E5%9B%BE%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/ 图神经网络 Hugo Blox Builder (https://hugoblox.com)en-usMon, 27 Oct 2025 00:00:00 +0000 https://vilab.team/media/icon_hu2896232876136423579.png 图神经网络 https://vilab.team/tag/%E5%9B%BE%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/ MeDKCoOp: Dual Knowledge-guided Graph Prompt Learning for Biomedical Vision-Language Models https://vilab.team/publication/medkcoop-dual-knowledge-guided-graph-prompt-learning-for-bio/ Mon, 27 Oct 2025 00:00:00 +0000 https://vilab.team/publication/medkcoop-dual-knowledge-guided-graph-prompt-learning-for-bio/ <p>本文提出MeDKCoOp，一种面向生物医学视觉语言模型的双知识引导图提示学习方法。该方法系统整合医学领域知识，从文本与视觉分支提取专门知识并构建图结构表示，通过知识引导的关系转移实现跨模态融合，并动态优化可学习提示，以增强CLIP等模型在医学下游任务中的适应能力。实验表明其在多个生物医学基准上取得优异性能。</p>