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<?xml version="1.0" encoding="UTF-8" ?>
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<h2>Recent Exciting Things!</h2>
<a href="https://distill.pub/2018/building-blocks/">
<div class="post">
<img style="width:90%; height: 90%; margin-left: 5%; margin-top: 5%; margin-bottom: 5%;" src="images/post-covers/building_blocks.png">
<h3 style="margin-top:4px; font-size:95%;">The Building Blocks of Interpretability</h3>
<h4 style="margin-top:16px;"><i>On Distill</i></h4>
</div>
</a>
<a href="https://distill.pub/2017/feature-visualization/">
<div class="post">
<img style="width:90%; height: 90%; margin-left: 5%; margin-top: 5%; margin-bottom: 5%;" src="images/post-covers/feature-visualization.png">
<h3 style="margin-top:0px; font-size:95%;">Feature Visualization</h3>
<h4>How neural networks build up their understanding of images</h4>
<h4 style="margin-top:8px;"><i>On Distill</i></h4>
</div>
</a>
<a href="https://distill.pub/2017/research-debt/">
<div class="post">
<img style="width:100%; height: 100%; margin-left: 0%; margin-top: 8%; margin-bottom: 8%;" src="images/post-covers/research-debt.png">
<h3 style="margin-top:0px; font-size:95%;">Research Debt</h3>
<h4 style="margin-top:8px;"><i>On Distill</i></h4>
</div>
</a>
<br style="clear:left;">
<h2>Neural Networks (General)</h2>
<br>
<a href="posts/2014-03-NN-Manifolds-Topology/">
<div class="post">
<img src="images/post-covers/topology.png">
<h3>Neural Networks, Manifolds, and Topology</h3>
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</a>
<a href="posts/2014-07-NLP-RNNs-Representations/">
<div class="post">
<img style="padding-top: 30px; padding-bottom:15px;" src="posts/2014-07-NLP-RNNs-Representations/img/Mikolov-GenderVecs.png">
<h3>Deep Learning, NLP, and Representations</h3>
</div>
</a>
<a href="posts/2015-08-Backprop/">
<div class="post">
<img style="padding:5px; padding-top: 20px; padding-bottom:20px;" src="images/post-covers/backprop.png">
<h3>Calculus on Computational Graphs: Backpropagation</h3>
</div>
</a>
<a href="posts/2015-09-NN-Types-FP/">
<div class="post">
<img src="images/post-covers/nn_fp.png">
<h3>Neural Networks, Types, and Functional Programming</h3>
</div>
</a>
<br style="clear:left;">
<h2>Recurrent Neural Networks</h2>
<br>
<a href="posts/2015-08-Understanding-LSTMs/">
<div class="post">
<img style="padding-top: 10px; padding-bottom:10px;" src="images/post-covers/lstm.png">
<h3>Understanding LSTM Networks</h3>
</div>
</a>
<a href="http://distill.pub/2016/augmented-rnns/">
<div class="post">
<img style="width:85%; height: 85%; margin-left: 7.5%; margin-top: 15%; margin-bottom: 21%;" src="images/post-covers/attention.png">
<h3 style="margin-top:0px; font-size:95%;">Attention and Augmented Recurrent Neural Networks</h3>
<h4 style="margin-top:8px;"><i>On Distill</i></h4>
</div>
</a>
<br style="clear:left;">
<h2>Convolutional Neural Networks</h2>
<br>
<a href="posts/2014-07-Conv-Nets-Modular/">
<div class="post">
<img style="padding: 8px;" src="posts/2014-07-Conv-Nets-Modular/img/fig.png">
<h3>Conv Nets</h3> <h4>A Modular Perspective</h4>
</div>
</a>
<a href="posts/2014-07-Understanding-Convolutions/">
<div class="post">
<img style="padding: 3px; padding-top: 25px; padding-bottom:25px;" src="posts/2014-07-Understanding-Convolutions/img/fig.png">
<h3>Understanding Convolutions</h3>
</div>
</a>
<a href="posts/2014-12-Groups-Convolution/">
<div class="post">
<img src="posts/2014-12-Groups-Convolution/img/fig.png">
<h3>Groups & Group Convolutions</h3>
</div>
</a>
<a href="http://distill.pub/2016/deconv-checkerboard/">
<div class="post">
<img style="width:85%; height: 85%; margin-left: 7.5%; margin-top: 7.5%; margin-bottom: 10%;" src="images/post-covers/upsample.png">
<h3 style="margin-top:0px; font-size:95%;">Deconvolution and Checkerboard Artifacts</h3>
<h4 style="margin-top:8px;"><i>On Distill</i></h4>
</div>
</a>
<br style="clear:left;">
<h2>Visualizing Neural Networks</h2>
<br>
<a href="posts/2014-10-Visualizing-MNIST/">
<div class="post">
<img src="posts/2014-10-Visualizing-MNIST/img/fig.png">
<h3>Visualizing MNIST</h3>
<h4>An Exploration of Dimensionality Reduction</h4>
</div>
</a>
<a href="posts/2015-01-Visualizing-Representations/">
<div class="post">
<img src="posts/2015-01-Visualizing-Representations/img/fig.png">
<h3>Visualizing Representations</h3>
<h4>Deep Learning and Human Beings</h4>
</div>
</a>
<a href="http://googleresearch.blogspot.com/2015/06/inceptionism-going-deeper-into-neural.html">
<div class="post">
<img src="images/post-covers/inceptionism.png">
<h3 style="margin-top:0px;">Inceptionism</h3>
<h4>Going Deeper into Neural Networks</h4>
<h4 style="margin-top:10px;"><i>On the Google Research Blog</i></h4>
</div>
</a>
<a href="https://distill.pub/2016/handwriting/">
<div class="post">
<img style="width:90%; height: 85%; margin-left: 5%; margin-top: 2%; margin-bottom: 5%;" src="images/post-covers/handwriting.png">
<h3 style="margin-top:0px; font-size:95%;">Four Experiments in Handwriting with a Neural Network</h3>
<h4 style="margin-top:8px;"><i>On Distill</i></h4>
</div>
</a>
<a href="https://distill.pub/2017/feature-visualization/">
<div class="post">
<img style="width:90%; height: 90%; margin-left: 5%; margin-top: 5%; margin-bottom: 5%;" src="images/post-covers/feature-visualization.png">
<h3 style="margin-top:0px; font-size:95%;">Feature Visualization</h3>
<h4>How neural networks build up their understanding of images</h4>
<h4 style="margin-top:8px;"><i>On Distill</i></h4>
</div>
</a>
<a href="https://distill.pub/2018/building-blocks/">
<div class="post">
<img style="width:90%; height: 90%; margin-left: 5%; margin-top: 5%; margin-bottom: 5%;" src="images/post-covers/building_blocks.png">
<h3 style="margin-top:4px; font-size:95%;">The Building Blocks of Interpretability</h3>
<h4 style="margin-top:16px;"><i>On Distill</i></h4>
</div>
</a>
<a href="https://distill.pub/2019/activation-atlas/">
<div class="post">
<img style="width:90%; height: 90%; margin-left: 5%; margin-top: 5%; margin-bottom: 5%;" src="images/post-covers/atlas.png">
<h3 style="margin-top:16px; font-size:95%;">Activation Atlases</h3>
<h4 style="margin-top:12px;"><i>On Distill</i></h4>
</div>
</a>
<br style="clear:left;">
<h2>Miscellaneous</h2>
<br>
<!--
<a href="https://christopherolah.wordpress.com/2011/08/08/the-real-3d-mandelbrot-set/">
<div class="post">
<img src="images/post-covers/mandelbrot.png">
<h3>The Real 3D Mandelbrot Set</h3>
<h4 style="margin-top:10px;"><i>On my old blog</i></h4>
</div>
</a>
-->
<a href="posts/2014-07-FFN-Graphs-Vis/">
<div class="post">
<img src="posts/2014-07-FFN-Graphs-Vis/img/graph-HP-ships-labeled.png">
<h3>Fanfiction, Graphs, and PageRank</h3>
</div>
</a>
<a href="posts/2015-02-DataList-Illustrated/">
<div class="post">
<img src="images/post-covers/DataList.png">
<h3>Data.List Recursion Illustrated</h3>
</div>
</a>
<a href="posts/2015-09-Visual-Information/">
<div class="post">
<img src="images/post-covers/entropy.png">
<h3>Visual Information Theory</h3>
</div>
</a>
<br style="clear:left;">
<h2>Non-Technical Commentary</h2>
<a href="https://distill.pub/2017/research-debt/">
<div class="post">
<img style="width:100%; height: 100%; margin-left: 0%; margin-top: 8%; margin-bottom: 8%;" src="images/post-covers/research-debt.png">
<h3 style="margin-top:0px; font-size:95%;">Research Debt</h3>
<h4 style="margin-top:8px;"><i>On Distill</i></h4>
</div>
</a>
<a href="posts/2019-05-Collaboration/">
<div class="post">
<h3 style="margin-top:60%; margin-bottom:20%; margin-left:10%; margin-right:5%;">Collaboration & Credit Principles</h3>
</div>
</a>
<br style="clear:left;">
<h2>Traditional Papers</h2>
<br>
<a href="https://arxiv.org/pdf/1507.07998.pdf">
<div class="post">
<img style="padding: 3%; padding-bottom: 0px;" src="images/post-covers/parvecs.png">
<h3>Document embedding with paragraph vectors</h3>
<h4 style="margin-top:8px;"><i>On ArXiv [PDF]</i></h4>
</div>
</a>
<a href="http://download.tensorflow.org/paper/whitepaper2015.pdf">
<div class="post">
<img style="padding-top: 20%; padding-bottom:15%; height:85%; width: 85%; margin-left: 7.5%;" src="images/post-covers/tensorflow.png">
<h3>TensorFlow: Large-scale machine learning on heterogeneous systems</h3>
<h4 style="margin-top:8px;"><i>On TensorFlow.org [PDF]</i></h4>
</div>
</a>
<a href="https://arxiv.org/pdf/1606.06565.pdf">
<div class="post">
<img style="padding-top: 30%; padding-bottom:20%;" src="images/post-covers/safety.png">
<h3>Concrete Problems in<br> AI Safety</h3>
<h4 style="margin-top:8px;"><i>On ArXiv [PDF]</i></h4>
</div>
</a>
<a href="https://arxiv.org/pdf/1610.09585.pdf">
<div class="post">
<img style="padding: 5%" src="images/post-covers/acgan.png">
<h3>Conditional Image Synthesis with Auxiliary Classifier GANs</h3>
<h4 style="margin-top:8px;"><i>On ArXiv [PDF]</i></h4>
</div>
</a>
<a href="https://arxiv.org/pdf/1702.07780.pdf">
<div class="post">
<h3 style="margin-top:30%; margin-bottom:20%; margin-left:10%; margin-right:5%;">Changing Model Behavior at Test-Time Using Reinforcement Learning</h3>
<h4 style="margin-top:8px;"><i>On ArXiv [PDF]</i></h4>
</div>
</a>
<a href="https://arxiv.org/pdf/1802.08768.pdf">
<div class="post">
<h3 style="margin-top:30%; margin-bottom:20%; margin-left:10%; margin-right:5%;">Is Generator Conditioning Causally Related to GAN Performance?</h3>
<h4 style="margin-top:8px;"><i>On ArXiv [PDF]</i></h4>
</div>
</a>
<br style="clear:left;">
<br>
<div style="background: #FFF; border-radius: 5px; width: 100%; border: 2px solid black; padding: 16px;">
<h2 style="margin-top: 8px;">Personal Writing</h2>
<ul>
<li><a href="personal/micromarriages/"><b>Micromarriages</b> - A unit for romantic success (mostly humor).</a></li>
</ul>
</div>
<br>
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