Top Tweets for #100PapersThatChangedAI
Add a gate that lets data skip ahead, and a network can go 100+ layers deep and still learn.
Paper 13 of 100 Research Papers That Changed AI: Highway Networks
▶️ Watch: https://t.co/eGed87e38p
📓 Code: https://t.co/E5wbIfMlNG
#100PapersThatChangedAI #DeepLearning
Start a deep network with the right random weights, and it trains well and beats humans on ImageNet.
Paper 12 of 100 Research Papers That Changed AI: He Init
▶️ Watch: https://t.co/n1i8xE81Kz
📓 Code: https://t.co/qSWFPabv5x
#100PapersThatChangedAI #DeepLearning
Use small and big filters side by side, and a deep network gets smarter, not heavier. That's GoogLeNet.
Paper 11 of 100 Research Papers That Changed AI: GoogLeNet
▶️ Watch: https://t.co/X3aC4ZpjuH
📓 Code: https://t.co/i29XOeTpew
#100PapersThatChangedAI #DeepLearning
Stack many tiny 3x3 filters, go deep, and AI sees images far better. That's VGGNet.
Paper 10 of 100 Research Papers That Changed AI: VGGNet
▶️ Watch: https://t.co/6h4u4GkbWR
📓 Code: https://t.co/1abHodLPpl
#100PapersThatChangedAI #DeepLearning
Turn off random brain cells while training, and the AI gets smarter. That's Dropout.
Paper 9 of 100 Research Papers That Changed AI: Dropout
▶️ Watch: https://t.co/blqMLh57oV
📓 Code: https://t.co/nRFF6hwfj0
#100PapersThatChangedAI #DeepLearning
One AI learned chess from zero, just by playing itself, and beat the best chess engine in hours.
Paper 7 of 100 Research Papers That Changed AI: AlphaZero
▶️ Watch: https://t.co/32XFZcMSgI
📓 Code: https://t.co/cKEC4PHvKW
#100PapersThatChangedAI #ReinforcementLearning
One AI learned chess from zero, just by playing itself, and beat the best chess engine in hours.
Paper 7 of 100 Research Papers That Changed AI: AlphaZero
▶️ Watch: https://t.co/32XFZcMSgI
📓 Code: https://t.co/cKEC4PHvKW
#100PapersThatChangedAI #ReinforcementLearning
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