AI Blog

AI Blog

by Michele Laurelli

Instance Normalization

Technique
Definition

Normalizes each sample independently, commonly used in style transfer.

Normalizes across spatial dimensions per instance. Removes style information while preserving content. Popular in GANs and style transfer.

Examples

1

Style transfer networks

2

GAN generators

3

Real-time image stylization

Michele Laurelli - AI Research & Engineering