The "deep learning" revolution consists in just one thing --the ability to learn multi-layered representations jointly rather than greedily.
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@fchollet what changed since 15 years ago? Only compute power, or also algorithms?
@yoavgo more than hardware, it took a while to achieve "practical maturity" (refined set of best practices, and confidence in their result).
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@fchollet what are the best practices? -
@yoavgo #1 is layer initialization. Also better activation, regularization (dropout), data augmentation, - Show replies
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