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ImageNet Classification with Deep Convolutional Neural Networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton | 2012年01月01日

摘要

This paper introduced AlexNet, a deep convolutional neural network that won the ImageNet 2012 challenge with a significant margin. The model achieved a top-5 error rate of 15.3% compared to 26.1% for the runner-up, marking the beginning of the deep learning revolution in computer vision.

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