dilation-effective-receptive-field

IN premise — entries/2026/06/21/wiki-Convolutional_neural_network-chunk-4.md

Created 2026-06-21T09:55:49+00:00

Dilation of d on a kernel of size k expands the effective receptive field to k + (k-1)(d-1) pixels while processing only k*k values; e.g., dilation 2 on 3x3 covers a 5x5 area with 9 parameters