Can I read Instance Normalization for Fast Stylization on EtoBox?

Instance Normalization for Fast Stylization by suudfiin is a document available to read on EtoBox.

What is Instance Normalization for Fast Stylization about?

This paper proposes replacing batch normalization with instance normalization in neural networks used for fast image stylization. Instance normalization better removes contrast information from the content image, allowing the network to focus on transferring stylistic elements from the style image. With this simple change, the generated images match the quality of slower optimization-based stylization methods while enabling real-time generation. The key insight is that normalization allows separating and ma

Author

suudfiin

Language

EN