A Universal Training Algorithm for Quantum Deep Learning - 5 views
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dharmeshtailor on 04 Jul 18Just out - I wish I could understand this :(
dharmeshtailor
Contents contributed and discussions participated by dharmeshtailor
Dissolving the Fermi Paradox - the search for extra-terrestrial intelligence - 4 views
Knowledge management solution: Stack Overflow for Teams - 2 views
FB pre-trained deep neural net on billion image user-hashtag dataset - 0 views
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Dataset automatically constructed from public images uploaded by users on FB/Instagram with hashtags used as labels! They refer to this as 'weakly supervised learning'. Then neural net fine-tuned for ImageNet and achieved record 85.4% accuracy.
Facebook does Go - 3 views
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Took 2000 GPUs over 2 weeks to train :)
Opening the Black Box of Deep Neural Networks via Information Theory - 1 views
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This has attracted a lot of attention in the DL community lately. Article: https://lilianweng.github.io/lil-log/2017/09/28/anatomize-deep-learning-with-information-theory.html Paper: https://arxiv.org/pdf/1703.00810.pdf
Comeback for Genetic Algorithms...Deep Neuroevolution! - 5 views
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Genetic algorithms are a competitive alternative for training deep neural networks for reinforcement learning. For paper see: https://arxiv.org/pdf/1712.06567.pdf
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