Deep Learning Weekly | Issue #27: YouTube BoundingBoxes Dataset, Libratus Poker Victory, Generalization in Deep Learning

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It's been an exciting week again; Libratus, a Carne Mellon AI, beat not one but four of the world's b
February 8 · Issue #27 · View online
Deep Learning Weekly

It’s been an exciting week again; Libratus, a Carne Mellon AI, beat not one but four of the world’s best poker player, Google released a large dataset that could lead to significant improvements in object detection, you’ll be provoked to rethink generalization in Deep Learning and can finish off the day by pondering the impressive advanced in Deep Reinforcement Learning.

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Inside Libratus, the Poker AI That Out-Bluffed the Best Humans
How Google's Amazing AI Start-Up 'DeepMind' Is Making Our World A Smarter Place
Google Research: Advancing Research on Video Understanding with the YouTube-BoundingBoxes Dataset
Google Research: Using Machine Learning to predict parking difficulty
Oxford Deep NLP 2017 Course
Demystifying Word2Vec
Use your eyes and Deep Learning to command your computer
Libraries & Code
GitHub - PaintsChainer: Line Drawing Colorization using Chainer
GitHub - WassersteinGAN
Papers & Publications
Understanding Deep Learning Requires Rethinking Generalization
Pixel Recursive Super Resolution
Understanding trained CNNs by Indexing Neuron Selectivity
Towards "AlphaChem": Chemical Synthesis Planning with Tree Search and Deep Neural Network Policies
Deep Reinforcement Learning: An Overview