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Deep Learning Weekly - 🤖 - Issue #72: Efficient ML, Learning Rates, Detectron, MobileNets v2, DeepLeague, Faster R-CNNs and more...

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Hiya everyone,After this busy week, we bring you the latest and greatest articles. We start off with
 
January 25 · Issue #72 · View online
Deep Learning Weekly
Hiya everyone,
After this busy week, we bring you the latest and greatest articles. We start off with the top 10 problems in machine learning, explore DeepMind’s history and head right over to understanding learning rates, efficient machine learning, Faster R-CNN in depth and reprojection losses for unsupervised learning.
And as we just crossed 7000 subscribers, we would like to thank you once again for all of your support. As always, if you want to help us grow this great community of deep learning enthusiasts, simply share this issue with friends and colleagues.
See you next week!

Industry
Yann LeCun is stepping down as Facebook's head of AI research and into a new role
What are the Top 10 problems in Machine Learning for 2017?
Mustafa Suleyman: The liberal activist ensuring Google DeepMind benefits all of humanity
Learning
Understanding Learning Rates and How It Improves Performance in Deep Learning
How to do machine learning efficiently
Faster R-CNN: Down the rabbit hole of modern object detection
Reprojection Losses: Deep Learning Surpassing Classical Geometry in Computer Vision?
Speedy Neural Networks for Smart Auto-Cropping of Images
Libraries & Code
Detectron: FAIR's research platform
Deep Neuroevolution
Papers & Publications
DeepLeague: leveraging computer vision and deep learning on the League of Legends mini map
Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation
DroNet: Learning to Fly by Driving
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text
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