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Hello World 2018 - Recent Advances in Machine L...

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February 15, 2018
Technology
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Hello World 2018 - Recent Advances in Machine Learning

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Hello World Tech Conference

February 15, 2018
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Transcript

  1. Recent advances in machine learning Nikolai Rekubratskii, XING Porto, 15.02.18

  2. 2

  3. 3

  4. A Machine Learning Approach to Databases Indexes 4 https://arxiv.org/abs/1712.01208 http://learningsys.org/nips17/assets/papers/paper_22.pdf

  5. AlphaGo — AlphaGo Zero — AlphaZero 5 https://deepmind.com/research/alphago/ https://deepmind.com/blog/alphago-zero-learning-scratch/ https://arxiv.org/abs/1712.01815

  6. Shift to edge 6 https://teachablemachine.withgoogle.com/ https://developer.apple.com/machine-learning/ https://mil-tokyo.github.io/webdnn/

  7. Text-to-speech 7 Phrase semantics Punctuation https://arxiv.org/abs/1712.05884 https://google.github.io/tacotron/publications/tacotron2/index.html

  8. Image generation 8

  9. Image generation 9 http://research.nvidia.com/publication/2017-10_Progressive-Growing-of

  10. Video generation 10 https://grail.cs.washington.edu/projects/AudioToObama/

  11. Video generation 11 https://www.youtube.com/watch?v=dh-QM54RuAs