Update README.md

README.md

@@ -55,7 +55,7 @@ Arguments that can be set by user in `pipeline()`:
 - `guidance_scale` [optional: default=7.5]: scale for classifier-free guidance
 - `height`, `width` [optional: default=1024]: height and width of generated images (we recommend leaving it at 1024!)
 
-Note: for generating realistic photos with SDXL, we recommend using a prompt such as `"teapot, high quality photography"`.
+Note: for generating realistic photos with SDXL, we recommend using prompts such as `"teapot, high quality photography"` or `"a highly realistic photo of a volcano"`.
 
 ## Citation
 
@@ -65,7 +65,7 @@ Note: for generating realistic photos with SDXL, we recommend using a prompt suc
 @article{skreta2024superposition,
   title={The Superposition of Diffusion Models Using the It$\backslash$\^{} o Density Estimator},
   author={Skreta, Marta and Atanackovic, Lazar and Bose, Avishek Joey and Tong, Alexander and Neklyudov, Kirill},
-  journal={arXiv preprint arXiv:2412.17762},
-  year={2024}
+  journal={International Conference on Learning Representations},
+  year={2025}
 }
 ```