Turning Adaptation into Assets: Cross-Domain Bridging for Online Vision-Language Navigation
将适应转化为资产:面向在线视觉语言导航的跨域桥接
机构 * School of Computer Science, Peking University, Beijing, China(北京大学计算机科学系) ; Peng Cheng Laboratory, Shenzhen, China(鹏城实验室) ; School of Electronics, Peking University, Beijing, China(北京大学电子学院)
专题命中 GUI与网页智能体 :agent(abstract)
AI总结 提出 IDEA 框架,通过 Fisher 引导的软提示优化和动态资产库构建跨域桥接,解决视觉语言导航中测试时适应的灾难性遗忘和负迁移问题。
Comments Accepted by ICML 2026