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Deep Learning Weekly - 🤖 - Issue #90: Troubling Trends in Machine Learning Research, Design Patterns for Production NLP System & Improving Connectomics

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Howdy folks and welcome to another week in deep learning! This week we take a look at the ominous use
 
July 19 · Issue #90 · View online
Deep Learning Weekly
Howdy folks and welcome to another week in deep learning!
This week we take a look at the ominous uses of AI by the Chinese government, some troubling trends in machine learning research, we learn about feature wise transforms and design patterns for production NLP systems
A fun little bit of trivia, the whimsical Not Hotdog App known from the HBO show Silicon Valley was built by fast.ai student and is now nominated for an Emmy.
Happy reading and hacking!

Industry
An Overview of National AI Strategies – Politics + AI
Inside China’s Dystopian Dreams: A.I., Shame and Lots of Cameras
Apple’s New AI Chief Takes on Oversight of Siri
Facebook AI Research Expands With New Academic Collaborations
Troubling Trends in Machine Learning Scholarship
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Learning
Design Patterns for Production NLP Systems
Feature-wise Transformations
Using Deep Learning to Automatically Rank Millions of Hotel Images
Libraries & Code
Switchable-Normalization
A Project Based Introduction to TensorFlow.js – Knowledge-Exploration Systems
Papers & Publications
Google AI Blog: Improving Connectomics by an Order of Magnitude
Glow: Better Reversible Generative Models
Proceedings of Machine Learning Research
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
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