Deep Learning: Zero to One

By Sam Putnam

Technology

What's Deep Learning: Zero to One about?

Technical deep learning implementations. Neural Networks. Natural Language Processing. Computer Vision. An informal audio clip every Monday.

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LAST EPISODE

Art Generation - Facebook A...

04.18.2017

Justin Johnson, now at Facebook, wrote the original Torch implementation of the Gatys 2015 paper, which combines the content of one image and the style of another image using convolutional neural networks. Manuel Ruder’s newer 2016 paper transfers the style ...

Deep Learning: Zero to One episodes:

04.18.2017 Art Generation - Facebook AI Research, Google DeepDream, and Ruder's Style Transfer for Video - Deep Learning: Zero to One Justin Johnson, now at Facebook, wrote the original Torch implementation of the Gatys 2015 paper, which combines the content of one image and the style of another image using convolutional neural networks. Manuel Ruder’s newer 2016 paper transfers the style ...
03.13.2017 Music Generation - Google Magenta Best Demo NIPS 2016 LSTM RNN - Deep Learning: Zero to One I talk through generating 10 melodies, two of which I play at the conclusion using a model trained on thousands of midi examples contained in a .mag Magenta file bundle. I used the Biaxial RNN (https://github.com/hexahedria/biaxial-rnn-music-composition) by a student named ...
03.04.2017 Image Generation - Google DeepMind paper with TensorFlow - Deep Learning: Zero to One I talk through generating an image of IRS tax return characters using a model trained on the IRS tax return dataset - NMIST. The authors trained for 70 hours on 32 GPUs. I used unconditioned image generation to create an ...

Deep Learning: Zero to One

What's Deep Learning: Zero to One about?

Download our free app to listen on your phone

Deep Learning: Zero to One episodes:

Art Generation - Facebook AI Research, Google DeepDream, and Ruder's Style Transfer for Video - Deep Learning: Zero to One

Music Generation - Google Magenta Best Demo NIPS 2016 LSTM RNN - Deep Learning: Zero to One

Image Generation - Google DeepMind paper with TensorFlow - Deep Learning: Zero to One

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