Deep Learning Weekly - Issue #31: Massive Audio Dataset, new NVIDIA card, Non-violent GANs & more

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Hi folks,This week's issue is chockful of awesome resources, there is a massive audio data set, a Goo
 
March 8 - Issue #31
Deep Learning Weekly

Hi folks,
This week’s issue is chockful of awesome resources, there is a massive audio data set, a Google AI that can pinpoint a location from image more accurately than humans, an affordable NVIDIA card, a Deep Learning setup with Kubernetes and fascinating research papers including one putting an end to the violent ethos of GANs.
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If you are out of reading material, check out our blog on all things deep learning.

Industry
NVIDIA Unveils GeForce GTX 1080 Ti: Available for $699
Deep Voice: Real-Time Neural Text-to-Speech for Production
Google Unveils Neural Network with “Superhuman” Ability to Determine the Location of Almost Any Image
Learning
Three Things You Need to Know About Machine Learning
State of Hyperparameter Selection
Introducing Similarity Search at Flickr
GPUs & Kubernetes for Deep Learning
TensorFlow: How to Optimise Your Input Pipeline With Queues and Multi-threading
Libraries & Code
fastText: Pretrained Vectors for 90 Languages
Faiss: A Library for Efficient Similarity Search and Clustering of Dense Vectors.
Data
AudioSet: A Massive Dataset of Manually Annotated Audio Events
Papers & Publications
Deep and Hierarchical Implicit Models
Deep Forest: Towards An Alternative to Deep Neural Networks
On the Origin of Deep Learning
Stopping GAN Violence: Generative Unadversarial Networks
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