chmod +x singularity.sh
    • Who is this Replicant
    • Old Musing
    • The Language Within
    • Bygone Playful Times
    • Universe and Everything Else

Studies in Machine Learning & AI - #10

Sat 17 September 2016 Category AI & ML

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Papers

  • WaveNet: A Generative Model for Raw Audio.
  • Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks.
  • Defeating Image Obfuscation with Deep Learning.
  • Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network.

News

  • WaveNet: A Generative Model for Raw Audio.
  • Attention and Augmented Recurrent Neural Networks.
  • Attractor State, Part 1.
  • NVIDIA Announces Tesla P40 & Tesla P4 - Neural Network Inference, Big & Small.
  • The Next Wave of Deep Learning Architectures.
  • Artificial intelligence is hard to see.
  • The Extraordinary Link Between Deep Neural Networks and the Nature of the Universe.
  • What if you turned the world’s hardware into AI minds?.
  • Three Grand Challenges for Brain Science That Can Be Solved in 10 Years.

Videos

  • Ian Goodfellow's lecture about Batch Normalization and Convolutional Networks.
  • Nando de Freita's Learning to learn and compositionality with deep recurrent neural networks.
  • Generative Visual Manipulation on the Natural Image Manifold.
  • CMU's Real-Time Face Embedding Visualization.

Tools

  • Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning".