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blogs.html
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<!doctype html>
<html>
<head>
<meta charset='UTF-8'><meta name='viewport' content='width=device-width initial-scale=1'>
<title>blogs</title><style type='text/css'>html {overflow-x: initial !important;}:root { --bg-color:#ffffff; --text-color:#333333; --select-text-bg-color:#B5D6FC; --select-text-font-color:auto; --monospace:"Lucida Console",Consolas,"Courier",monospace; --title-bar-height:20px; }
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/**
* NexT for Typora
* Brought to you by Bill Chen || https://github.com/BillChen2K/typora-theme-next
*
* - Want code ligatures for JetBrains Mono?
* - Search for `font-variant-ligatures: none;` and comment that line.
*
* - Want to change the font size in exported pdf?
* - Change the variable `--export-font-size` below.
**/
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</script><h1><a name="blogs" class="md-header-anchor"></a><span>Blogs</span></h1><h2><a name="content" class="md-header-anchor"></a><span>Content</span></h2><div class='md-toc' mdtype='toc'><p class="md-toc-content" role="list"><span role="listitem" class="md-toc-item md-toc-h1" data-ref="n311"><a class="md-toc-inner" href="#blogs">Blogs</a></span><span role="listitem" class="md-toc-item md-toc-h2" data-ref="n2"><a class="md-toc-inner" href="#content">Content</a></span><span role="listitem" class="md-toc-item md-toc-h2" data-ref="n1229"><a class="md-toc-inner" href="#zhihu-articles">Zhihu Articles</a></span><span role="listitem" class="md-toc-item md-toc-h2" data-ref="n1243"><a class="md-toc-inner" href="#history">History</a></span><span role="listitem" class="md-toc-item md-toc-h2" data-ref="n1185"><a class="md-toc-inner" href="#notes">Notes</a></span><span role="listitem" class="md-toc-item md-toc-h3" data-ref="n211"><a class="md-toc-inner" href="#comprehensive-notes">Comprehensive Notes</a></span><span role="listitem" class="md-toc-item md-toc-h3" data-ref="n283"><a class="md-toc-inner" href="#conceptual-notes">Conceptual Notes</a></span><span role="listitem" class="md-toc-item md-toc-h3" data-ref="n177"><a class="md-toc-inner" href="#single-paper-notes">Single Paper Notes</a></span><span role="listitem" class="md-toc-item md-toc-h3" data-ref="n33"><a class="md-toc-inner" href="#dense-paper-notes">Dense Paper Notes</a></span><span role="listitem" class="md-toc-item md-toc-h3" data-ref="n101"><a class="md-toc-inner" href="#book-notes">Book Notes</a></span></p></div><h2><a name="zhihu-articles" class="md-header-anchor"></a><span>Zhihu Articles</span></h2><p><span>Written for the popularization of science and technologies in china.</span></p><ul><li><a href="https://zhuanlan.zhihu.com/p/341533105" target="_blank"><span>对抗攻击——优化噪声的艺术</span></a></li></ul><ul><li><a href="https://zhuanlan.zhihu.com/p/337880063" target="_blank"><span>对抗正则化——盲人摸象还是对症下药?</span></a></li><li><a href="https://zhuanlan.zhihu.com/p/296809584"><span>对抗训练——终极数据增强?</span></a></li><li><a href="https://zhuanlan.zhihu.com/p/269203978"><span>什么是对抗样本?——稳健性和泛化性的交集</span></a></li><li><a href="https://zhuanlan.zhihu.com/p/268154711"><span>对抗样本问题——数据的一小步,模型的一大步</span></a></li></ul><h2><a name="history" class="md-header-anchor"></a><span>History</span></h2><p><span>Written for my own interests about histories.</span></p><ul><li><a href="blogs/pages/History-WarRipples.html" target="_blank"><span>The Ripples of War</span></a></li><li><a href="blogs/pages/History-LandFlowChina.html" target="_blank"><span>中国疆域流变</span></a></li></ul><h2><a name="notes" class="md-header-anchor"></a><span>Notes</span></h2><h3><a name="comprehensive-notes" class="md-header-anchor"></a><span>Comprehensive Notes</span></h3><p><span>Taken while studying some new ideas comprehensively. </span><code type="button" onclick="displaySwitch(this,'comprehensive-notes')" onselectstart="return false;" style="cursor:pointer"><span>SHOW</span></code></p><div id="comprehensive-notes" style="display:none">
<ul>
<li><a href="blogs/pages/Map-AdversarialExample.html" target="_blank">A Map of Adversarial Example Research</a></li>
<li><a href="blogs/pages/Landscape-AdversarialExample.html" target="_blank">The Landscape of Adversarial Example</a></li>
<li><a href="blogs/pages/Note-ObjectDetection.html" target="_blank">A Simple Survey for Object Detection</a></li>
<li><a href="blogs/pages/Note-OrthogonalConvolution.html" target="_blank">Orthogonal Convolution</a></li>
<li><a href="blogs/pages/Single-NormalizingFlow.html" target="_blank">Normalizing Flow</a></li>
<li><a href="blogs/pages/Concept-SVM.html">Basic Concepts of Support Vector Machine (SVM)</a></li>
</ul>
</div><h3><a name="conceptual-notes" class="md-header-anchor"></a><span>Conceptual Notes</span></h3><p><span>Taken for thoughts. </span><code type="button" onclick="displaySwitch(this,'conceptual-notes')" onselectstart="return false;" style="cursor:pointer"><span>SHOW</span></code></p><div id="conceptual-notes" style="display:none">
<ul>
<li><a href="blogs/pages/Concept-CVCategory.html"><span>The Categories of Computer Vision</span></a></li>
<li><a href="blogs/pages/Concept-Channel.html" target="_blank"><span>The Channel in Convolutional Neural Nets</span></a></li>
</ul>
</div><h3><a name="single-paper-notes" class="md-header-anchor"></a><span>Single Paper Notes</span></h3><p><span>Detailed notaries for important, interesting or useful papers. </span><code type="button" onclick="displaySwitch(this,'single-paper-notes')" onselectstart="return false;" style="cursor:pointer"><span>SHOW</span></code></p><div id="single-paper-notes" style="display:none">
<ul><li><a href="blogs/pages/Single-AdversarialVulnerability.html" target="_blank"><span>Adversarial Vulnerability for any Classifier</span></a></li><li><a href="blogs/pages/Single-AdversarialPAC.html" target="_blank"><span>PAC Learning with Adversary</span></a></li><li><a href="blogs/pages/Single-AdversarialTrainingTricks.html" target="_blank"><span>Bag of Tricks for Adversarial Training</span></a></li><li><a href="blogs/pages/Single-AdversarialVulnerabilityFirstorder.html" target="_blank"><span>First-order Adversarial Vulnerability</span></a></li><li><a href="blogs/pages/Single-ShortcutLearning.html" target="_blank"><span>Shortcut Learning as a Concept</span></a></li><li><a href="blogs/pages/Single-AdversarialInevitable.html" target="_blank"><span>Are Adversarial Example Inevitable?</span></a></li><li><a href="blogs/pages/Single-FeaturePurification.html" target="_blank"><span>Feature Purification : an Explanation for Adversarial Training</span></a></li><li><a href="blogs/pages/Single-InductiveBias.html" target="_blank"><span>Higher-level Inductive Biases</span></a></li><li><a href="blogs/pages/Single-OptimismAdversity.html" target="_blank"><span>Optimism at the Face of Adversity</span></a></li><li><a href="blogs/pages/Note-FewShotLearningSurvey.html" target="_blank"><span>Summarized Survey of Few-Shot Learning</span></a></li></ul>
</div><h3><a name="dense-paper-notes" class="md-header-anchor"></a><span>Dense Paper Notes</span></h3><p><span>Detailed notaries for a set of papers that working on the same problem or idea. </span><code type="button" onclick="displaySwitch(this,'dense-paper-notes')" onselectstart="return false;" style="cursor:pointer"><span>SHOW</span></code></p><div id="dense-paper-notes" style="display:none">
<ul><li><a href="blogs/pages/Note-AdversarialExplanation1.html" target="_blank"><span>Explanation of Robustness and Adversarial Example - 1</span></a></li><li><a href="blogs/pages/Note-AdversarialExplanation2.html" target="_blank"><span>Explanation of Robustness and Adversarial Example - 2</span></a></li><li><a href="blogs/pages/Note-AdversarialInterpretation.html" target="_blank"><span>Interprertation for Robustness and Adversarial Example</span></a></li><li><a href="blogs/pages/Note-AdversarialAttack.html" target="_blank"><span>Adversarial Attacks</span></a></li><li><p><a href="blogs/pages/Note-AdversarialExampleOD.html" target="_blank"><span>Adversarial Example in Object Detection</span></a></p></li><li><p><a href="blogs/pages/Note-AdversarialAttackRestricted.html" target="_blank"><span>Restricted Adversarial Attacks</span></a></p></li><li><p><a href="blogs/pages/Note-AdversarialDefense.html" target="_blank"><span>Defenses against Adversarial Attacks</span></a></p><ul><li><p><a href="blogs/pages/Note-AdversarialDefenseEnsemble.html" target="_blank"><span>Adversarial Defense with Ensemble</span></a></p></li><li><p><a href="blogs/pages/Note-AdversarialDefenseInference.html" target="_blank"><span>Adversarial Defense at Inference</span></a></p></li><li><p><a href="blogs/pages/Note-AdversarialTraining1.html" target="_blank"><span>Adversarial Defense by Adversarial Training - 1</span></a></p></li><li><p><a href="blogs/pages/Note-AdversarialTraining2.html" target="_blank"><span>Adversarial Defense by Adversarial Training - 2</span></a></p></li><li><p><a href="blogs/pages/Note-AdversarialRegularization.html" target="_blank"><span>Adversarial Defense by Regularization</span></a></p><ul><li><a href="blogs/pages/Note-AdversarialLabelSmoothing.html" target="_blank"><span>Adversarial Label Smoothing and Logit Squeezing</span></a></li></ul></li></ul></li><li><a href="blogs/pages/Note-AdversarialVerification.html" target="_blank"><span>Provable Defense</span></a></li><li><a href="blogs/pages/Note-AdversarialDefenseStructure.html" target="_blank"><span>Robust Structure</span></a></li><li><a href="blogs/pages/Note-AdversarialDefenseBreach.html" target="_blank"><span>Breach Adversarial Defenses</span></a></li><li><a href="blogs/pages/Note-AdversarialBenchmark.html" target="_blank"><span>Benchmark Adversarial Defenses</span></a></li><li><a href="blogs/pages/Note-AdversarialAugmentation.html" target="_blank"><span>Adversarial Augmentation</span></a></li><li><a href="blogs/pages/Note-AdversarialGenerative.html" target="_blank"><span>Adversarial and Generative</span></a></li><li><a href="blogs/pages/Note-FewShotLearning.html" target="_blank"><span>Approaches of Few-shot Learning</span></a></li><li><a href="blogs/pages/Single-InvertibleResNet.html" target="_blank"><span>Invertible Residual Network</span></a></li><li><a href="blogs/pages/Note-NeuralNetworkInterpretation.html" target="_blank"><span>Interpretation of Neural Networks</span></a></li></ul></div><h3><a name="book-notes" class="md-header-anchor"></a><span>Book Notes</span></h3><p><span>Taken for books. </span><code type="button" onclick="displaySwitch(this,'book-notes')" onselectstart="return false;" style="cursor:pointer"><span>SHOW</span></code></p><div id="book-notes" style="display:none">
<ul><li><a href="blogs/pages/code-note-en.html" target="_blank"><span>How to Build a Computer</span></a></li><li><a href="blogs/pages/encrypto-note-en.html" target="_blank"><span>The Evolution of Cryptography</span></a></li></ul></div><hr /><p><b><a href="index.html"><span>BACK TO THE HOMEPAGE</span></a></b></p><p> </p></div>
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