Add files

app.py

@@ -965,6 +965,19 @@ if __name__ == '__main__':
                 <h1 style="font-weight: 900; font-size: 3rem; margin: 0rem">
                     {}
                 </h1>
+                <h2 style="font-weight: 450; font-size: 1rem; margin-top: 0.5rem; margin-bottom: 0.5rem">
+                <b>Smooth Diffusion</b> is a new category of diffusion models that is simultaneously high-performing and smooth. 
+                Our method formally introduces latent space smoothness to diffusion models like Stable Diffusion. This smoothness dramatically aids in: 1) improving the continuity of transitions in image interpolation, 2) reducing approximation errors in image inversion, and 3) better preserving unedited contents in image editing.
+                </h2>
+                <h3 style="font-weight: 450; font-size: 1rem; margin: 0rem">
+                <a href="https://www.jiayiguo.net/" target="_blank">Jiayi Guo</a>, <a href="https://www.linkedin.com/in/xingqian-xu-97b46526/" target="_blank">Xingqian Xu</a><sup>, 
+                <a href="https://scholar.google.com/citations?user=oM9rnYQAAAAJ&hl=en" target="_blank">Yifan Pu</a>, <a href="https://scholar.google.com/citations?user=Yibz_asAAAAJ&hl=en" target="_blank">Zanlin Ni</a>, 
+                <a href="https://scholar.google.com/citations?user=-hwGMHcAAAAJ&hl=en" target="_blank">Chaofei Wang</a>, <a href="https://in.linkedin.com/in/v-manushree" target="_blank">Manushree Vasu</a>, 
+                <a href="https://www.au.tsinghua.edu.cn/info/1103/1553.htm" target="_blank">Shiji Song</a>, <a href="https://www.gaohuang.net/" target="_blank">Gao Huang</a> 
+                and <a href="https://www.humphreyshi.com/home">Humphrey Shi</a> 
+                [<a href="https://arxiv.org/abs/2312.04410" style="color:blue;">arXiv</a>] 
+                [<a href="https://github.com/SHI-Labs/Smooth-Diffusion" style="color:blue;">GitHub</a>]
+                </h3>
                 </div>
                 """.format(version))
 
@@ -975,5 +988,22 @@ if __name__ == '__main__':
             with gr.Tab('Image Editing'):
                 interface_imedit(wrapper_obj)
 
+            gr.Markdown(r"""
+            If you find our work helpful, please **star 🌟** the <a href='https://github.com/SHI-Labs/Smooth-Diffusion' target='_blank'>Github Repo</a>. Thanks for your support! 
+            [![GitHub Stars](https://img.shields.io/github/stars/SHI-Labs/Smooth-Diffusion?style=social)](https://github.com/SHI-Labs/Smooth-Diffusion)
+            ---
+            📑 **Citation**
+            <br>
+            If our work is useful for your research, please consider citing:
+            ```bibtex
+            @InProceedings{guo2024smooth,
+              title={Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models},
+              author={Jiayi Guo and Xingqian Xu and Yifan Pu and Zanlin Ni and Chaofei Wang and Manushree Vasu and Shiji Song and Gao Huang and Humphrey Shi},
+              booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
+              year={2024}
+            }
+            ```
+            """)
+
         demo.queue()
         demo.launch()