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Two Minute Papers · 发布于 2016年3月13日
In this episode, we present another round of incredible deep learning applications! _________________________ 1. Colorization - http://tinyclouds.org/colorize/ 2. RNN Music on Bob Sturm's YouTube channel - https://www.youtube.com/watch?v=RaO4HpM07hE 3. Flow Machines by Sony - https://www.youtube.com/watch?v=buXqNqBFd6E 4. RNN Passwords - https://github.com/gehaxelt/RNN-Passwords 5. Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding - http://arxiv.org/abs/1510.00149 6. Right Whale Kaggle Competition - http://felixlaumon.github.io/2015/01/08/kaggle-right-whale.html 7. Improving YouTube video thumbnails - http://youtube-eng.blogspot.hu/2015/10/improving-youtube-video-thumbnails-with_8.html 8. Celebrity super-resolution: https://github.com/mikesj-public/dcgan-autoencoder 9. Convolutional Neural Network visualization - http://scs.ryerson.ca/~aharley/vis/conv/ + Paper: http://scs.ryerson.ca/~aharley/vis/harley_vis_isvc15.pdf 10. DarkNet RNN writes in the style of George RR Martin - http://pjreddie.com/darknet/rnns-in-darknet/ Subscribe if you would like to see more of these! - http://www.youtube.com/subscription_center?add_user=keeroyz WE'D LIKE TO THANK OUR GENEROUS SUPPORTERS WHO MAKE TWO MINUTE PAPERS POSSIBLE: Sunil Kim, Vinay S. The thumbnail image background was created by Dan Ruscoe (CC BY 2.0) - https://flic.kr/p/deHtEb Splash screen/thumbnail design: Felícia Fehér - http://felicia.hu Károly Zsolnai-Fehér's links: Patreon → https://www.patreon.com/TwoMinutePapers Facebook → https://www.facebook.com/TwoMinutePapers/ Twitter → https://twitter.com/karoly_zsolnai Web → https://cg.tuwien.ac.at/~zsolnai/