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<!DOCTYPE html>
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只一闪，却觉日月悠长
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<article id="post-自驾车事故推理理解：AdVersa-SD与MM-AU数据集解析"
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<a class="article-title" href="/2024/10/27/%E8%87%AA%E9%A9%BE%E8%BD%A6%E4%BA%8B%E6%95%85%E6%8E%A8%E7%90%86%E7%90%86%E8%A7%A3%EF%BC%9AAdVersa-SD%E4%B8%8EMM-AU%E6%95%B0%E6%8D%AE%E9%9B%86%E8%A7%A3%E6%9E%90/">自驾车事故推理理解：AdVersa-SD与MM-AU数据集解析</a>
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<a href="/2024/10/27/%E8%87%AA%E9%A9%BE%E8%BD%A6%E4%BA%8B%E6%95%85%E6%8E%A8%E7%90%86%E7%90%86%E8%A7%A3%EF%BC%9AAdVersa-SD%E4%B8%8EMM-AU%E6%95%B0%E6%8D%AE%E9%9B%86%E8%A7%A3%E6%9E%90/" class="archive-article-date">
<time datetime="2024-10-27T11:22:19.000Z" itemprop="datePublished"><i class="icon-calendar icon"></i>2024-10-27</time>
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3.2k字
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<p>本篇笔记解析了论文<a target="_blank" rel="noopener" href="https://arxiv.org/abs/2403.00436">《Abductive Ego-View Accident Video Understanding for Safe Driving Perception》</a>的核心内容，重点介绍了自驾车事故视频理解领域的最新进展，包括 MM-AU 数据集的构建、基于 AdVersa-SD 框架的事故原因推理方法，以及如何利用视频与文本的多模态数据，推断和预测潜在事故。</p>
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<article id="post-从归纳偏置看Vision-Transformer与CNN的性能差异"
class="article article-type-post article-index" itemscope itemprop="blogPost">
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<a class="article-title" href="/2024/09/13/%E4%BB%8E%E5%BD%92%E7%BA%B3%E5%81%8F%E7%BD%AE%E7%9C%8BVision-Transformer%E4%B8%8ECNN%E7%9A%84%E6%80%A7%E8%83%BD%E5%B7%AE%E5%BC%82/">从归纳偏置看Vision Transformer与CNN的性能差异</a>
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<a href="/2024/09/13/%E4%BB%8E%E5%BD%92%E7%BA%B3%E5%81%8F%E7%BD%AE%E7%9C%8BVision-Transformer%E4%B8%8ECNN%E7%9A%84%E6%80%A7%E8%83%BD%E5%B7%AE%E5%BC%82/" class="archive-article-date">
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<p>在卷积神经网络（CNNs）中，<strong>归纳偏置 inductive biases</strong>是模型设计者预先引入的一种先验知识，它使模型能够更高效地从数据中学习。</p>
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<article id="post-curl直接在服务器使用下载链接下载数据集、训练权重"
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<a class="article-title" href="/2024/08/29/curl%E7%9B%B4%E6%8E%A5%E5%9C%A8%E6%9C%8D%E5%8A%A1%E5%99%A8%E4%BD%BF%E7%94%A8%E4%B8%8B%E8%BD%BD%E9%93%BE%E6%8E%A5%E4%B8%8B%E8%BD%BD%E6%95%B0%E6%8D%AE%E9%9B%86%E3%80%81%E8%AE%AD%E7%BB%83%E6%9D%83%E9%87%8D/">curl直接在服务器使用下载链接下载数据集、训练权重</a>
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<time datetime="2024-08-28T16:49:38.000Z" itemprop="datePublished"><i class="icon-calendar icon"></i>2024-08-29</time>
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<p>有时GitHub上的训练权重等链接，点击后直接在本地下载了，可能由于大小问题，再传到服务器上很麻烦。<br>此时可以使用curl命令直接在服务器上下载。</p>
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<p>huggingface-cli 是 HuggingFace 官方提供的命令行工具，专用于下载。<br>使用 huggingface-cli 可以直接下载模型到服务器，避免下载在本地后再上传到服务器的麻烦。</p>
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<p>本次报告撰写人：WilliamZH<br>题目：202303-4，第29次CCFCSP<br>使用语言：C++</p>
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<p>本次报告撰写人：WilliamZH<br>题目：202012-4，第21次CCFCSP<br>使用语言：C++</p>
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20min
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