Update README.md

README.md

@@ -6,6 +6,8 @@ tags:
 - autoencoder
 - feature-space
 - svg
+references: 
+- https://arxiv.org/abs/2510.15301
 ---
 
 # SVG: Latent Diffusion Model without Variational Autoencoder
@@ -30,4 +32,8 @@ For code, and instructions, see the GitHub repository:
 
 Official project page:
 
-[https://howlin-wang.github.io/svg/](https://howlin-wang.github.io/svg/)
+[https://howlin-wang.github.io/svg/](https://howlin-wang.github.io/svg/)
+
+Arxiv paper:
+
+[https://arxiv.org/abs/2510.15301](https://arxiv.org/abs/2510.15301)