Update README.md

README.md

@@ -1,20 +1,18 @@
----
-tags:
-- pytorch_model_hub_mixin
-- model_hub_mixin
-- arXiv:2404.16035
-datasets:
-- chuonghm/MaGGIe-HIM
-metrics:
-- mse
-- sad
-- mad
-- conn
-- grad
-pipeline_tag: image-segmentation
-license: cc-by-4.0
-arXiv: 2404.16035
----
+---
+tags:
+- pytorch_model_hub_mixin
+- model_hub_mixin
+datasets:
+- chuonghm/MaGGIe-HIM
+metrics:
+- mse
+- sad
+- mad
+- conn
+- grad
+pipeline_tag: image-segmentation
+license: cc-by-4.0
+---
 
 # MaGGIe: Mask Guided Gradual Human Instance Matting
 
@@ -29,12 +27,13 @@ arXiv: 2404.16035
 Work is a part of Summer Internship 2023 at [Adobe Research](https://research.adobe.com/)
 
 ## Citation
-```
-@article{chuonghm:maggie,
+
+If you find MaGGIe useful in your research, please cite the following paper:
+```latex
+@article{chuonghm_maggie,
       author    = {Chuong Huynh and Seoung Wug Oh and and Abhinav Shrivastava and Joon-Young Lee},
       title     = {MaGGIe: Masked Guided Gradual Human Instance Matting},
       journal   = {arXiv:2404.16035},
-      year      = {2024},
+      year      = {2024}
 }
-
 ```