[1502.03167] Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
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2026-07-27 10:05:30
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Text Highlight2026-07-27 13:26:30
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"Reducing Internal Covariate Shift"
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Still not sure if covariate shift is the real reason it works, but it does.
Text Highlight2026-07-27 13:17:30
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"Reducing Internal Covariate Shift"
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This paper basically changed how we train deep nets overnight.
Text Highlight2026-07-27 10:23:30
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"distribution of each layer's inputs changes during training"
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I remember when this came out, total game changer for my CNN experiments.
Text Highlight2026-07-27 10:14:30
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"distribution of each layer's inputs changes during training"
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Skeptical it works that well without careful tuning, but results speak.
Text Highlight2026-07-27 10:05:30
Original Highlight Excerpt
"distribution of each layer's inputs changes during training"
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Honestly this is the paper that made deep nets actually trainable for me.
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