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     <p style="align-items: center; margin-bottom: 7px;">
       Paint by Example, upload a source image and draw a mask for what you want to replace with a example image. 
     </p>
+    <p style="align-items: center; margin-bottom: 7px;">
+      Paper is available in <a style="text-decoration: underline;" href="https://arxiv.org/abs/2211.13227">Arxiv</a>. If you like this demo, please help to ⭐ the <a style="text-decoration: underline;" href="https://github.com/Fantasy-Studio/Paint-by-Example">Github Repo</a> 😊.
+    </p>
     <p>You can skip the queue by duplicating this space and upgrading to gpu in settings: <a style='display:inline-block' href='https://huggingface.co/spaces/Fantasy-Studio/Paint-by-Example?duplicate=true'><img src='https://img.shields.io/badge/-Duplicate%20Space-blue?labelColor=white&style=flat&logo=data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAAXNSR0IArs4c6QAAAP5JREFUOE+lk7FqAkEURY+ltunEgFXS2sZGIbXfEPdLlnxJyDdYB62sbbUKpLbVNhyYFzbrrA74YJlh9r079973psed0cvUD4A+4HoCjsA85X0Dfn/RBLBgBDxnQPfAEJgBY+A9gALA4tcbamSzS4xq4FOQAJgCDwV2CPKV8tZAJcAjMMkUe1vX+U+SMhfAJEHasQIWmXNN3abzDwHUrgcRGmYcgKe0bxrblHEB4E/pndMazNpSZGcsZdBlYJcEL9Afo75molJyM2FxmPgmgPqlWNLGfwZGG6UiyEvLzHYDmoPkDDiNm9JR9uboiONcBXrpY1qmgs21x1QwyZcpvxt9NS09PlsPAAAAAElFTkSuQmCC&logoWidth=14' alt='Duplicate Space'></a></p>
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