Convolution vs Cross-Correlation. How most CNNs do not compute convolutions. | ❓ #Shorts

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Most CNNs do not compute convolutions, but cross-correlations. This is how, in 60 seconds.
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Комментарии
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Do libraries do this just to punish and confuse us

sadface
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So the pytorch implementations - do they have flipped kernels or normal? Also, does it matter?

abhilashnandy
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I always found this discussion a bit pedantic. Whether the operation is implemented as cross-correlation or convolution ultimately doesn't really matter, does it? The same is learned, only the index of the parameter is different.

majork.
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Hey, will you ever cover spiking neural nets or STDP's for audio and visual recognition? Thanks!

neocephalon
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Hi, are pytorch and tensorflow implementation compatible? (are both crosscorrelations?)

piotr
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Thanks for this eye-opener ma'am. I have seen multiple of your comments on NYU21 yann's playlist, especially on EBM videos. It would be really helpful to see your intuition on energy based models. Could you please make a video on it. 😅😅 That would be really great. Thank you.

siddhantrai