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ResNet:Deep Residual for Image Recognition
時間 2020-12-30
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1 abstract 將層改爲residual functions,模型更容易優化 模型越深越好,是VGG的8倍。模型複雜度比VGG更低 是2015年ImageNet 的1st 深度是獲勝的關鍵 2 indroduction 模型的深度豐富了模型的features 深模型的問題:梯度消失或爆炸,難找到最優值,現有方案:normalized initlalization ,intermediate
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