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Deep Learning Weekly - Issue #17: Human activity recognition, super-resolution, Deep Learning Book on Amazon

Revue
 
Hi folks,this week's issue is again chock full of awesome tutorials, papers and OS projects, whether
 
November 30 · Issue #17 · View online
Deep Learning Weekly
Hi folks,
this week’s issue is again chock full of awesome tutorials, papers and OS projects, whether human activity recognition with LSTM networks, visualization of embeddings with TensorBoard, image super-resolution using GANs or an awesome example of transfer learning using a Keras model to tune a Theano neural network.

Happy reading and hacking.

As always we appreciate you sharing this newsletter with your friends and colleagues.

Industry
Graphcore secures $30m in funding to accelerate AI
Google, Facebook, and Microsoft Are Remaking Themselves Around AI
Learning
Keras model tuning with Theano Neural Network (Transfer Learning)
Long paper review of Attend, Infer, Repeat: Fast Scene Understanding with Generative Models | The Information Age
Zero-Shot Translation with Google’s Multilingual Neural Machine Translation System
MIT's deep-learning software produces videos of the future
The Future Of Artificial Intelligence | Demis Hassabis - DeepMind Founder - YouTube
Libraries & Code
TensorBoard: Embedding Visualization
Visualized Embeddings
GitHub - guillaume-chevalier/LSTM-Human-Activity-Recognition: Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN
GitHub - buriburisuri/speech-to-text-wavenet: Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
GitHub - tkipf/gcn: Implementation of Graph Convolutional Networks in TensorFlow
Papers & Publications
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Deep Learning Book by Ian Goodfellow, Yoshua Bengio, Aaron Courville now available on Amazon
Generating Videos with Scene Dynamics
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