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This week in Artificial Intelligence & Security - #35 of 2016
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<abbr class="published" title="2016-09-03T00:00:00">
Sat 03 September 2016 </abbr>
<span class="label"> Category</span>
<a href="./category/ai-ml-security.html"><i class="icon-folder-open"></i>AI & ML, Security</a>
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<p><img alt="cyber" height="300px" src="./cyberpunk/8.jpg" width="400px" /></p>
<h2>Papers</h2>
<ul>
<li><a href="http://arxiv.org/abs/1608.08225">Why does deep and cheap learning work so well?</a>.</li>
<li><a href="http://arxiv.org/abs/1608.06993">Densely Connected Convolutional Networks</a>.</li>
<li><a href="https://ai100.stanford.edu/sites/default/files/ai_100_report_0901fnlc_single.pdf">Stanford's Artificial Intelligence and Life in 2030</a>.</li>
<li><a href="https://arxiv.org/abs/1311.2901">Visualizing and Understanding Convolutional Networks (2013)</a>.</li>
<li><a href="https://arxiv.org/abs/1608.07905v1">Machine Comprehension Using Match-LSTM and Answer Pointer</a>.</li>
<li><a href="http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/45530.pdf">Deep Neural Networks for YouTube Recommendations</a>.</li>
</ul>
<h2>News</h2>
<ul>
<li><a href="https://deepmind.com/blog#decoupled-neural-interfaces-using-synthetic-gradients">Decoupled Neural Interfaces Using Synthetic Gradients</a>.</li>
<li><a href="http://www.svds.com/learning-imbalanced-classes">Learning from Imbalanced Classes</a>.</li>
<li><a href="https://highnoongmt.wordpress.com/2016/08/28/millennial-whoop-with-derp-learning/">Millennial Whoop with Deep Learning</a>.</li>
<li><a href="http://www.newyorker.com/business/currency/the-hype-and-hope-of-artificial-intelligence">The Hype-and Hope-of Artificial Intelligence</a>.</li>
<li><a href="https://openai.com/blog/infrastructure-for-deep-learning/">Infrastructure for Deep Learning</a>.</li>
<li><a href="https://medium.com/@Jaconda/a-concise-history-of-neural-networks-2070655d3fec#.tztqbuo0t">A Concise History of Neural Networks</a>.</li>
<li><a href="https://blog.dominodatalab.com/pca-on-very-large-neuroimaging-datasets-using-pyspark/">Using Apache Spark to Analyze Large Neuroimaging Datasets</a>.</li>
<li><a href="http://blog.algorithmia.com/create-a-chatbot-telegram-python-summarize-text">Create a Chatbot for Telegram in Python to Summarize Text</a>.</li>
<li><a href="https://medium.com/@ageitgey/machine-learning-is-fun-part-5-language-translation-with-deep-learning-and-the-magic-of-sequences-2ace0acca0aa#.orlfpa6p5">Machine Learning is Fun Part 5: Language Translation with Deep Learning and the Magic of Sequences</a>.</li>
<li><a href="http://raconteur.net/business/the-rise-of-artificial-intelligence-in-6-charts">The rise of artificial intelligence in 6 charts</a>.</li>
<li><a href="https://news.berkeley.edu/2016/08/29/center-for-human-compatible-artificial-intelligence/">UC Berkeley launches Center for Human-Compatible Artificial Intelligence</a>.</li>
<li><a href="http://news.usc.edu/106565/artificial-intelligence-for-a-better-tomorrow/">UCS Artificial intelligence: Are we facing a future of robots running wild?</a>.</li>
<li><a href="http://qz.com/771921/the-ultimate-promise-of-artificial-intelligence-lies-in-sorting-cucumbers/">The ultimate promise of artificial intelligence lies in sorting cucumbers</a>.</li>
<li><a href="https://techcrunch.com/2016/09/03/growing-up-in-generation-ai/">Growing up in Generation AI</a>.</li>
<li><a href="http://qz.com/769974/google-deepmind-cancer-artificial-intelligence-deep-learning-university-college-london-hospital/">Google is teaming up with a London hospital to inject AI into cancer treatment</a>.</li>
<li><a href="http://www.theverge.com/2016/9/1/12748554/nvidia-baidu-autonomous-car-platform-partnership">Nvidia partners with Baidu to build a self-driving car AI</a>.</li>
<li><a href="https://research.googleblog.com/2016/08/improving-inception-and-image.html?utm_campaign=Revue%20newsletter&utm_medium=Newsletter&utm_source=revue">Improving Inception and Image Classification in TensorFlow</a>.</li>
<li><a href="https://research.googleblog.com/2016/08/text-summarization-with-tensorflow.html?utm_campaign=Revue%20newsletter">Text summarization with TensorFlow</a>.</li>
<li><a href="https://code.facebook.com/posts/561187904071636?utm_campaign=Artificial%2BIntelligence%2BWeekly&utm_medium=email&utm_source=Artificial_Intelligence_Weekly_46&_fb_noscript=1">Segmenting and refining images with SharpMask</a>.</li>
<li><a href="https://nlml.github.io/neural-networks/detecting-bpm-neural-networks/">Detecting Music BPM using Neural Networks</a>.</li>
<li><a href="http://blog.eladgil.com/2016/08/startups-in-machine-learning-ai.html">Startups in Machine Learning & AI</a>.</li>
<li><a href="http://nlpers.blogspot.com/2016/08/debugging-machine-learning.html">Debugging machine learning</a>.</li>
<li><a href="http://pemami4911.github.io/blog_posts/2016/08/21/ddpg-rl.html?">Deep Deterministic Policy Gradients in TensorFlow</a>.</li>
</ul>
<h2>Tools</h2>
<ul>
<li><a href="http://rodrigob.github.io/are_we_there_yet/build/classification_datasets_results.html">Discover the current state of the art in objects classification.</a>.</li>
<li><a href="https://github.com/dyelax/Adversarial_Video_Generation">Adversarial Video Generation</a>.</li>
<li><a href="https://github.com/david-gpu/srez">Image super-resolution through deep learning</a>.</li>
<li><a href="https://github.com/amznlabs/amazon-dsstne">Amazon's Deep Scalable Sparse Tensor Network Engine (DSSTNE)</a>.</li>
<li><a href="http://www.paddlepaddle.org/?utm_campaign=Revue%20newsletter&utm_medium=Newsletter">PaddlePaddle, Open and Easy-to-Use Deep Learning Platform for Enterprise and Research</a>.</li>
<li><a href="https://github.com/david-gpu/srez?utm_campaign=Revue%20newsletter&utm_medium=Newsletter&utm_source=revue">Image super-resolution through deep learning</a>.</li>
<li><a href="https://github.com/baidu/Paddle">PArallel Distributed Deep LEarning</a>.</li>
</ul>
<h2>Videos</h2>
<ul>
<li><a href="http://imatge-upc.github.io/telecombcn-2016-dlcv/">Deep Learning for Computer Vision Barcelona</a>.</li>
<li><a href="https://www.youtube.com/watch?v=5MdSE-N0bxs">Connections between physics and deep learning</a>.</li>
<li><a href="http://techtalks.tv/talks/deep-reinforcement-learning/62360/">Deep Reinforcement Learning by David Silver (Google DeepMind)</a>.</li>
<li><a href="https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu">Deep learning at Oxford 2015 by Nando de Freitas</a>.</li>
<li><a href="https://www.youtube.com/watch?v=BsSmBPmPeYQ">Deep Dream (Google) - Computerphile</a>.</li>
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