查询去噪 - 标签 - Zhaoylee's Blogs https://zhaoylee.github.io/Blogs_lovelt/tags/%E6%9F%A5%E8%AF%A2%E5%8E%BB%E5%99%AA/ 查询去噪 - 标签 - Zhaoylee's Blogs Hugo -- gohugo.iozh-CNSun, 15 Mar 2026 20:52:49 +0800 Difficulty-Aware Label-Guided Denoising for Monocular 3D Object Detection https://zhaoylee.github.io/Blogs_lovelt/posts/monodlgd--difficulty-aware-label-guided-denoising-for-monocular-3d-object-detection/ Sun, 15 Mar 2026 20:52:49 +0800 zhaoylee https://zhaoylee.github.io/Blogs_lovelt/posts/monodlgd--difficulty-aware-label-guided-denoising-for-monocular-3d-object-detection/

🏛️ 会议/期刊：AAAI
📅 发表年份：2026
💻 开源代码：MonoDLGD
📄 论文题目：Difficulty-Aware Label-Guided Denoising for Monocular 3D Object Detection

一、 背景、研究目的与核心问题

  • 研究背景： 在基于 Transformer 的单目 3D 目标检测中，通过向真实标签注入噪声并让模型去重构（即查询去噪 Query Denoising），能有效加速模型收敛并提升几何感知能力。

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