https://sqf.icu/tags/%E5%85%AC%E5%BC%80%E8%AF%BE/ Recent content in 公开课 on 记忆填埋场 Hugo zh-cn Fri, 26 Aug 2022 00:00:00 +0000 https://sqf.icu/article/b5e48d43-432e-41ef-8b76-ce810588372f/ Fri, 26 Aug 2022 00:00:00 +0000 https://sqf.icu/article/b5e48d43-432e-41ef-8b76-ce810588372f/ 北邮计算机视觉之三维重建公开课笔记, 包含前两节课相机建模与内外参标定内容 https://sqf.icu/article/8da37f6b-dcd7-4302-bd13-a8e8467aa8c2/ Fri, 22 Jul 2022 00:00:00 +0000 https://sqf.icu/article/8da37f6b-dcd7-4302-bd13-a8e8467aa8c2/ Pytorch深度学习入门, 对于Deep Learning with pytorch公开课的笔记, 外加&lt;&lt;动手学深度学习(第二版)&gt;&gt;笔记 https://sqf.icu/article/390d7e5a-d21e-448f-b096-0310b27cd073/ Fri, 22 Jul 2022 00:00:00 +0000 https://sqf.icu/article/390d7e5a-d21e-448f-b096-0310b27cd073/ <h1 id="第1节课">第1节课</h1> <p><img loading="lazy" src="https://sqf.icu/media/22ed3d624ebd4bdc9d0980e5.png"></p> <p><img loading="lazy" src="https://sqf.icu/media/3dd31d84753762be5fdaceed.png"></p> <p><img loading="lazy" src="https://sqf.icu/media/5f526d940005132439575adb.png"></p> <p>transfer learning</p> <ol> <li> <p>Inductive Transfer Learning 归纳式迁移学习</p> </li> <li> <p>Transductive Transfer Learning 直推式迁移学习</p> <ol> <li>Domain Adaptation 领域的自适应 <ul> <li>任务一致，数据不一致</li> </ul> </li> </ol> </li> <li> <p>Unsupervised Transfer Learning 无监督式迁移学习</p> </li> </ol> <p><img loading="lazy" src="https://sqf.icu/media/4449b4cca31b311f0b984f5f.png"></p> <p><img loading="lazy" src="https://sqf.icu/media/30133b2d72dd560c72724b02.png"></p> <p>DA</p> <ol> <li>one-step <ol> <li>Xs=Xt,P(Xs)≠P(Xt) 数据空间一致，数据分布不一致</li> <li>Xs≠Xt 数据空间不一致</li> </ol> </li> <li>multi-step <ol> <li>多步 （如同时含有文字和图片）</li> </ol> </li> </ol> <p><img loading="lazy" src="https://sqf.icu/media/fa731eb1ef2ad69146c6cf7e.png"></p>