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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Dilated Convolution

CNNs · Level 2 of 5

Dilated Convolution

A convolution sampling input positions with gaps between kernel elements.

Dilation expands the receptive field without proportionally increasing kernel parameters.

Example

A three-element filter reads every second input position.

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Dilated Convolution. A convolution sampling input positions with gaps between kernel elements. Dilation expands the receptive field without proportionally increasing kernel parameters. For example: A three-element filter reads every second input position.

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