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<!DOCTYPE HTML>
<html lang="zh-CN">
<head>
<meta charset="utf-8">
<meta name="keywords" content="Leopold">
<meta name="description" content="">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no">
<meta name="renderer" content="webkit|ie-stand|ie-comp">
<meta name="mobile-web-app-capable" content="yes">
<meta name="format-detection" content="telephone=no">
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
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<title>Leopold</title>
<link rel="icon" type="image/jpeg" href="/Blogs/myself.jpg">
<link rel="stylesheet" type="text/css" href="/Blogs/libs/awesome/css/all.css">
<link rel="stylesheet" type="text/css" href="/Blogs/libs/materialize/materialize.min.css">
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<link rel="stylesheet" type="text/css" href="/Blogs/css/my.css">
<script src="/Blogs/libs/jquery/jquery.min.js"></script>
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<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/katex@0.12.0/dist/katex.min.css">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/hexo-math@4.0.0/dist/style.css">
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<body>
<header class="navbar-fixed">
<nav id="headNav" class="bg-color nav-transparent">
<div id="navContainer" class="nav-wrapper container">
<div class="brand-logo">
<a href="/Blogs/" class="waves-effect waves-light">
<img src="/Blogs/medias/myself.jpg" class="logo-img" alt="LOGO">
<span class="logo-span">Leopold</span>
</a>
</div>
<a href="#" data-target="mobile-nav" class="sidenav-trigger button-collapse"><i class="fas fa-bars"></i></a>
<ul class="right nav-menu">
<li class="hide-on-med-and-down nav-item">
<a href="/Blogs/" class="waves-effect waves-light">
<i class="fas fa-home" style="zoom: 0.6;"></i>
<span>首页</span>
</a>
</li>
<li class="hide-on-med-and-down nav-item">
<a href="/Blogs/tags" class="waves-effect waves-light">
<i class="fas fa-tags" style="zoom: 0.6;"></i>
<span>标签</span>
</a>
</li>
<li class="hide-on-med-and-down nav-item">
<a href="/Blogs/categories" class="waves-effect waves-light">
<i class="fas fa-bookmark" style="zoom: 0.6;"></i>
<span>分类</span>
</a>
</li>
<li class="hide-on-med-and-down nav-item">
<a href="/Blogs/archives" class="waves-effect waves-light">
<i class="fas fa-archive" style="zoom: 0.6;"></i>
<span>归档</span>
</a>
</li>
<li class="hide-on-med-and-down nav-item">
<a href="/Blogs/about" class="waves-effect waves-light">
<i class="fas fa-user-circle" style="zoom: 0.6;"></i>
<span>关于</span>
</a>
</li>
<li class="hide-on-med-and-down nav-item">
<a href="/Blogs/contact" class="waves-effect waves-light">
<i class="fas fa-comments" style="zoom: 0.6;"></i>
<span>留言板</span>
</a>
</li>
<li class="hide-on-med-and-down nav-item">
<a href="/Blogs/friends" class="waves-effect waves-light">
<i class="fas fa-address-book" style="zoom: 0.6;"></i>
<span>友情链接</span>
</a>
</li>
<li>
<a href="#searchModal" class="modal-trigger waves-effect waves-light">
<i id="searchIcon" class="fas fa-search" title="搜索" style="zoom: 0.85;"></i>
</a>
</li>
</ul>
<div id="mobile-nav" class="side-nav sidenav">
<div class="mobile-head bg-color">
<img src="/Blogs/medias/myself.jpg" class="logo-img circle responsive-img">
<div class="logo-name">Leopold</div>
<div class="logo-desc">
Never really desperate, only the lost of the soul.
</div>
</div>
<ul class="menu-list mobile-menu-list">
<li class="m-nav-item">
<a href="/Blogs/" class="waves-effect waves-light">
<i class="fa-fw fas fa-home"></i>
首页
</a>
</li>
<li class="m-nav-item">
<a href="/Blogs/tags" class="waves-effect waves-light">
<i class="fa-fw fas fa-tags"></i>
标签
</a>
</li>
<li class="m-nav-item">
<a href="/Blogs/categories" class="waves-effect waves-light">
<i class="fa-fw fas fa-bookmark"></i>
分类
</a>
</li>
<li class="m-nav-item">
<a href="/Blogs/archives" class="waves-effect waves-light">
<i class="fa-fw fas fa-archive"></i>
归档
</a>
</li>
<li class="m-nav-item">
<a href="/Blogs/about" class="waves-effect waves-light">
<i class="fa-fw fas fa-user-circle"></i>
关于
</a>
</li>
<li class="m-nav-item">
<a href="/Blogs/contact" class="waves-effect waves-light">
<i class="fa-fw fas fa-comments"></i>
留言板
</a>
</li>
<li class="m-nav-item">
<a href="/Blogs/friends" class="waves-effect waves-light">
<i class="fa-fw fas fa-address-book"></i>
友情链接
</a>
</li>
<li><div class="divider"></div></li>
<li>
<a href="https://github.com/LeopoldACC" class="waves-effect waves-light" target="_blank">
<i class="fab fa-github-square fa-fw"></i>Fork Me
</a>
</li>
</ul>
</div>
</div>
<style>
.nav-transparent .github-corner {
display: none !important;
}
.github-corner {
position: absolute;
z-index: 10;
top: 0;
right: 0;
border: 0;
transform: scale(1.1);
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fill: #fff;
height: 64px;
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.github-corner .octo-arm {
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0%,
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20%,
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transform: rotate(-25deg);
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transform: rotate(10deg);
}
}
</style>
<a href="https://github.com/LeopoldACC" class="github-corner tooltipped hide-on-med-and-down" target="_blank"
data-tooltip="Fork Me" data-position="left" data-delay="50">
<svg viewBox="0 0 250 250" aria-hidden="true">
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</a>
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</header>
<style>
.carousel-control {
width: 45px;
height: 45px;
line-height: 55px;
border-radius: 45px;
background: transparent;
cursor: pointer;
z-index: 100;
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position: absolute;
top: 48%;
left: 8px;
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position: absolute;
top: 48%;
right: 8px;;
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#prev-cover i {
margin-right: 3px;
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#next-cover i {
margin-left: 3px;
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background-color: rgba(0, 0, 0, .4);
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color: #fff;
font-size: 2.4rem;
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<div class="carousel-item red white-text bg-cover about-cover">
<div class="container">
<div class="row">
<div class="col s10 offset-s1 m8 offset-m2 l8 offset-l2">
<div class="brand">
<div class="title center-align">
Leopold's Blog
</div>
<div class="description center-align">
<span id="subtitle"></span>
<script src="https://cdn.jsdelivr.net/npm/typed.js@2.0.11"></script>
<script>
var typed = new Typed("#subtitle", {
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typeSpeed: 100,
loop: true,
backSpeed: 50,
showCursor: true
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</div>
</div>
</div>
</div>
<script>
// 每天切换 banner 图. Switch banner image every day.
var bannerUrl = "/Blogs/medias/banner/" + new Date().getDay() + '.jpg';
$('.bg-cover').css('background-image', 'url(' + bannerUrl + ')');
</script>
<div class="cover-btns">
<a href="#articles" class="waves-effect waves-light btn">
<i class="fa fa-angle-double-down"></i>开始阅读
</a>
<a href="https://github.com/LeopoldACC" class="waves-effect waves-light btn" target="_blank">
<i class="fab fa-github-alt"></i>Github
</a>
</div>
<div class="cover-social-link">
<a href="https://github.com/LeopoldACC" class="tooltipped" target="_blank" data-tooltip="访问我的GitHub" data-position="top" data-delay="50">
<i class="fab fa-github"></i>
</a>
<a href="mailto:1026928673@qq.com" class="tooltipped" target="_blank" data-tooltip="邮件联系我" data-position="top" data-delay="50">
<i class="fas fa-envelope-open"></i>
</a>
<a href="tencent://AddContact/?fromId=50&fromSubId=1&subcmd=all&uin=1026928673" class="tooltipped" target="_blank" data-tooltip="QQ联系我: 1026928673" data-position="top" data-delay="50">
<i class="fab fa-qq"></i>
</a>
<a href="/Blogs/atom.xml" class="tooltipped" target="_blank" data-tooltip="RSS 订阅" data-position="top" data-delay="50">
<i class="fas fa-rss"></i>
</a>
</div>
</div>
</div>
</div>
<script>
$(function () {
let coverSlider = $('.carousel');
//用户触摸轮播自动 restartPlay 是否生效
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<main class="content">
<div id="indexCard" class="index-card">
<div class="container ">
<div class="card">
<div class="card-content">
<div class="dream">
<div class="title center-align">
<i class="far fa-lightbulb"></i> What I can not create, I do not understand
</div>
<div class="row">
<div class="col l8 offset-l2 m10 offset-m1 s10 offset-s1 center-align text">
teach to learn,repeat for mastery
</div>
</div>
</div>
<div id="recommend-sections" class="recommend">
</div>
</div>
</div>
</div>
</div>
<!-- 所有文章卡片 -->
<article id="articles" class="container articles">
<div class="row article-row">
<div class="article col s12 m6 l4" data-aos="zoom-in">
<div class="card">
<a href="/Blogs/2021/09/20/Bayesian%20networks%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%8F%8A%E5%85%B6%E6%94%B9%E8%BF%9B/">
<div class="card-image">
<img src="/Blogs/medias/featureimages/12.jpg" class="responsive-img" alt="Bayesian network贝叶斯神经网络及其改进">
<span class="card-title">Bayesian network贝叶斯神经网络及其改进</span>
</div>
</a>
<div class="card-content article-content">
<div class="summary block-with-text">
秋招补一下Intel实习期间看的东西
经典的神经网络一般是最大化数据集$\mathcal{D}=(x_i,y_i)$下的最大似然$P(\mathcal{D} \mid \mathbf{w})$ ，即在网络权重为$w$时让输入$x_i$时输出
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<div class="publish-info">
<span class="publish-date">
<i class="far fa-clock fa-fw icon-date"></i>2021-09-20
</span>
<span class="publish-author">
<i class="fas fa-bookmark fa-fw icon-category"></i>
<a href="/Blogs/categories/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/" class="post-category">
深度学习
</a>
</span>
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<a href="/Blogs/tags/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/">
<span class="chip bg-color">深度学习</span>
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<a href="/Blogs/tags/%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C/">
<span class="chip bg-color">神经网络</span>
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<a href="/Blogs/tags/%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%96%B9%E6%B3%95/">
<span class="chip bg-color">贝叶斯方法</span>
</a>
</div>
</div>
</div>
<div class="article col s12 m6 l4" data-aos="zoom-in">
<div class="card">
<a href="/Blogs/2021/04/21/%E6%A8%A1%E6%9D%BF%E6%80%BB%E7%BB%93/">
<div class="card-image">
<img src="/Blogs/medias/featureimages/6.jpg" class="responsive-img" alt="模板总结">
<span class="card-title">模板总结</span>
</div>
</a>
<div class="card-content article-content">
<div class="summary block-with-text">
一般笔试题的时间限制是1秒或2秒，操作次数需要控制在 $<=10^8$。
$n \leq 30$, 指数级别, $dfs$+ 剪枝, 状态压缩dp
$n \leq 100$ => $O\left(n^{3}\right)$,
</div>
<div class="publish-info">
<span class="publish-date">
<i class="far fa-clock fa-fw icon-date"></i>2021-04-21
</span>
<span class="publish-author">
<i class="fas fa-bookmark fa-fw icon-category"></i>
<a href="/Blogs/categories/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/" class="post-category">
数据结构与算法
</a>
</span>
</div>
</div>
<div class="card-action article-tags">
<a href="/Blogs/tags/%E6%A8%A1%E6%9D%BF/">
<span class="chip bg-color">模板</span>
</a>
</div>
</div>
</div>
<div class="article col s12 m6 l4" data-aos="zoom-in">
<div class="card">
<a href="/Blogs/2020/12/25/%E5%8C%BA%E9%97%B4dp/">
<div class="card-image">
<img src="/Blogs/medias/featureimages/22.jpg" class="responsive-img" alt="区间DP">
<span class="card-title">区间DP</span>
</div>
</a>
<div class="card-content article-content">
<div class="summary block-with-text">
区间dp看到题有什么特点可以用区间dp?
提示1
时间复杂度可以O(n^2)-数组长度≤1000
提示2
状态转移与两端有关
区间dp应该怎么思考
提示1
递归回溯型思考
提示2
类似递归回溯
左右子区间f
</div>
<div class="publish-info">
<span class="publish-date">
<i class="far fa-clock fa-fw icon-date"></i>2020-12-25
</span>
<span class="publish-author">
<i class="fas fa-bookmark fa-fw icon-category"></i>
<a href="/Blogs/categories/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/" class="post-category">
数据结构与算法
</a>
</span>
</div>
</div>
<div class="card-action article-tags">
<a href="/Blogs/tags/%E5%8C%BA%E9%97%B4%E5%9E%8B/">
<span class="chip bg-color">区间型</span>
</a>
<a href="/Blogs/tags/%E5%8A%A8%E6%80%81%E8%A7%84%E5%88%92/">
<span class="chip bg-color">动态规划</span>
</a>
</div>
</div>
</div>
<div class="article col s12 m6 l4" data-aos="zoom-in">
<div class="card">
<a href="/Blogs/2020/12/24/arxiv2020NAS-adversarial%20attacks/">
<div class="card-image">
<img src="/Blogs/medias/featureimages/22.jpg" class="responsive-img" alt="arxiv 2020 NAS-adversarial attacks">
<span class="card-title">arxiv 2020 NAS-adversarial attacks</span>
</div>
</a>
<div class="card-content article-content">
<div class="summary block-with-text">
一篇还挂在arxiv上的很有意思的神经网络架构搜索(NAS)论文链接-自解释用于神经网络架构搜索
这里主要介绍它的思路
首先总结文章的主要思想：通过搜索一个解释网络A“更好的解释目标任务”，解释的准则是通过对抗攻击样本学一个像素位置权重$\
</div>
<div class="publish-info">
<span class="publish-date">
<i class="far fa-clock fa-fw icon-date"></i>2020-12-24
</span>
<span class="publish-author">
<i class="fas fa-bookmark fa-fw icon-category"></i>
<a href="/Blogs/categories/%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89/" class="post-category">
计算机视觉
</a>
</span>
</div>
</div>
<div class="card-action article-tags">
<a href="/Blogs/tags/NAS/">
<span class="chip bg-color">NAS</span>
</a>
<a href="/Blogs/tags/Adversarial-Attacks/">
<span class="chip bg-color">Adversarial Attacks</span>
</a>
</div>
</div>
</div>
<div class="article col s12 m6 l4" data-aos="zoom-in">
<div class="card">
<a href="/Blogs/2020/12/15/%E6%95%B0%E4%BD%8Ddp/">
<div class="card-image">
<img src="/Blogs/medias/featureimages/1.jpg" class="responsive-img" alt="数位DP">
<span class="card-title">数位DP</span>
</div>
</a>
<div class="card-content article-content">
<div class="summary block-with-text">
数位dp模板typedef long long ll
int k[n.length]; //n的10/2进制上界数组
ll dp[n.length]; //记忆化数组
ll dfs(int pos,int
</div>
<div class="publish-info">
<span class="publish-date">
<i class="far fa-clock fa-fw icon-date"></i>2020-12-15
</span>
<span class="publish-author">
<i class="fas fa-bookmark fa-fw icon-category"></i>
<a href="/Blogs/categories/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/" class="post-category">
数据结构与算法
</a>
</span>
</div>
</div>
<div class="card-action article-tags">
<a href="/Blogs/tags/%E5%8A%A8%E6%80%81%E8%A7%84%E5%88%92/">
<span class="chip bg-color">动态规划</span>
</a>
<a href="/Blogs/tags/%E6%95%B0%E4%BD%8D%E7%BB%9F%E8%AE%A1/">
<span class="chip bg-color">数位统计</span>
</a>
</div>
</div>
</div>
<div class="article col s12 m6 l4" data-aos="zoom-in">
<div class="card">
<a href="/Blogs/2020/12/14/CVPR2020-Geometric%20Adversarial%20Attacks%20and%20Defenses%20on%203D%20Point%20Clouds/">
<div class="card-image">
<img src="/Blogs/medias/featureimages/13.jpg" class="responsive-img" alt="CVPR2020 Geometric Adversarial Attacks and Defenses on 3D Point Clouds">
<span class="card-title">CVPR2020 Geometric Adversarial Attacks and Defenses on 3D Point Clouds</span>
</div>
</a>
<div class="card-content article-content">
<div class="summary block-with-text">
CVPR2020 Geometric Adversarial Attacks and Defenses on 3D Point Clouds摘要深度神经网络很容易出现恶意攻击，这些攻击会恶意更改网络的结果。在这项工作中，我们从几何角度探索对
</div>
<div class="publish-info">
<span class="publish-date">
<i class="far fa-clock fa-fw icon-date"></i>2020-12-14
</span>
<span class="publish-author">
<i class="fas fa-bookmark fa-fw icon-category"></i>
<a href="/Blogs/categories/%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89/" class="post-category">
计算机视觉
</a>
</span>
</div>
</div>
<div class="card-action article-tags">
<a href="/Blogs/tags/%E5%AF%B9%E6%8A%97%E6%94%BB%E5%87%BB/">
<span class="chip bg-color">对抗攻击</span>
</a>
<a href="/Blogs/tags/%E7%82%B9%E4%BA%91%E6%95%B0%E6%8D%AE/">
<span class="chip bg-color">点云数据</span>
</a>
</div>
</div>
</div>
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<div class="card">
<a href="/Blogs/2020/12/13/codeforces%E6%80%9D%E7%BB%B4%E9%A2%98/">
<div class="card-image">
<img src="/Blogs/medias/featureimages/11.jpg" class="responsive-img" alt="codeforces">
<span class="card-title">codeforces</span>
</div>
</a>
<div class="card-content article-content">
<div class="summary block-with-text">
codeforces思维题1450A要求字符串的子序列中不包含”trygub”
如何快速解？
trygub是非正序的,所以只要我们对字符串进行排序就可以得到满足要求的字符串
</div>
<div class="publish-info">
<span class="publish-date">
<i class="far fa-clock fa-fw icon-date"></i>2020-12-13
</span>
<span class="publish-author">
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<a href="/Blogs/categories/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/" class="post-category">
数据结构与算法
</a>
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</div>
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<a href="/Blogs/tags/codeforces/">
<span class="chip bg-color">codeforces</span>
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<a href="/Blogs/tags/%E6%80%9D%E7%BB%B4%E9%A2%98/">
<span class="chip bg-color">思维题</span>
</a>
</div>
</div>
</div>
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<div class="card">
<a href="/Blogs/2020/12/09/HRNet-OCR%20Pytorch%E7%AE%80%E6%98%93%E7%89%88%E5%AE%9E%E7%8E%B0/">
<div class="card-image">
<img src="/Blogs/medias/featureimages/18.jpg" class="responsive-img" alt="HRNet-OCR by Pytorch">
<span class="card-title">HRNet-OCR by Pytorch</span>
</div>
</a>
<div class="card-content article-content">
<div class="summary block-with-text">
HRNet-OCR的原代码将各种超参数和训练超参数冗杂在一起,导致不用于其他数据集会很不方便,为了方便调用模型,对模型的超参进行抽离后得到简易版模型实现。
OCR如下图
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</div>
<div class="publish-info">
<span class="publish-date">
<i class="far fa-clock fa-fw icon-date"></i>2020-12-09
</span>
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<a href="/Blogs/categories/%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%A7%86%E8%A7%89/" class="post-category">
计算机视觉
</a>
</span>
</div>
</div>
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<a href="/Blogs/tags/%E8%AF%AD%E4%B9%89%E5%88%86%E5%89%B2/">
<span class="chip bg-color">语义分割</span>