https://zhaoylee.github.io/Blogs_lovelt/tags/%E6%8A%80%E6%9C%AF%E7%82%B91/ 技术点1 - 标签 - Zhaoylee's Blogs Hugo -- gohugo.iozh-CNMon, 30 Mar 2026 23:17:02 +0800 https://zhaoylee.github.io/Blogs_lovelt/posts/mix-teaching--a-simple-unified-and-effective--semi-supervised-learning-framework-for--monocular-3d-object-detection/ Mon, 30 Mar 2026 23:17:02 +0800 zhaoylee https://zhaoylee.github.io/Blogs_lovelt/posts/mix-teaching--a-simple-unified-and-effective--semi-supervised-learning-framework-for--monocular-3d-object-detection/ 本文提出 Mix-Teaching，首个专为单目 3D 目标检测设计的半监督学习统一框架。针对伪标签“低精度与低召回率”导致的确认偏差痛点，创新性提出“分解-重组”的跨帧实例级混合机制，并结合基于不确定性的过滤策略，优雅且高效地释放了无标注数据的潜力。]]>