Update README.md

README.md

@@ -9,4 +9,23 @@ app_file: app.py
 pinned: false
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Dissolving Is Amplifying
+
+
+## Space description
+
+This space implements StableDiffusion-based dissolving transformations acting as a feature-aware blurring filter.
+
+## Citation
+
+If you find DIA useful in your research, please cite the following paper:
+
+``` latex
+@misc{shi2023dissolving,
+  author = {Jian Shi and Pengyi Zhang and Ni Zhang and Hakim Ghazzai and Peter Wonka},
+  title = {Dissolving Is Amplifying: Towards Fine-Grained Anomaly Detection},
+  year = {2023},
+  eprint={2302.14696},
+  archivePrefix={arXiv}
+}
+```