Dilated Convolution
Convolution with gaps between kernel elements, increasing receptive field without adding parameters.
In italiano: Dilated ConvolutionDilation rate controls spacing. Expands receptive field exponentially with depth. Used in semantic segmentation and audio generation.
Examples
- DeepLab segmentation
- WaveNet audio
- Large receptive fields