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Deep Learning - 21st century revolutions

Created over 5 years ago, updated 29 days ago

2015 Review - Deep learning

Yann LeCun, Yoshua Bengio, Geoffrey Hinton

Deep Learning: A Crash Course video

  • Unsupervised learning by competing hidden units 2019 - Dmitry Krotov and John J. Hopfield

classics ImageNet Classification with Deep Convolutional Neural Networks - Alex Krizhevsky

Hype recognition

Machine Learning: The Great Stagnation
The bureaucrats are running the asylum - Mark Saroufim Dec 5, 2020

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle, Michael Carbin

  • ML and NLP Publications in 2020

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  • Brain and Computing
  • Revolutions of 21st century - T&M

Children

  • Binary NNetworks
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  • Convolutional Networks
  • Quantization for ML
  • Sparsity of Deep Learning
  • The future of deep learning
  • Quantum IT - It from Bit - T&M

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