Update app.py

app.py

@@ -180,14 +180,17 @@ def run_inference(target, source, slider, adv_slider, settings):
 
 
 description = "Performs subject agnostic identity transfer from a source face to all target faces. \n\n" \
+              "Implementation and demo of FaceDancer, accepted to WACV 2023. \n\n" \
+              "Pre-print: https://arxiv.org/abs/2210.10473 \n\n" \
+              "Code: https://github.com/felixrosberg/FaceDancer \n\n" \
+               "\n\n" \
               "Options:\n\n" \
               "-Compare returns the target image concatenated with the results.\n\n" \
               "-Anonymize will ignore the source image and perform an identity permutation of target faces.\n\n" \
               "-Reconstruction attack will attempt to invert the face swap or the anonymization.\n\n" \
               "-Adversarial defense will add a permutation noise that disrupts the reconstruction attack.\n\n" \
               "NOTE: There is no guarantees with the anonymization process currently.\n\n" \
-              "\n" \
-              "NOTE, source image with too high resolution may not work properly!"
+              "NOTE: source image with too high resolution may not work properly!"
 examples = [["assets/rick.jpg", "assets/musk.jpg", 100, 10, ["compare"]],
             ["assets/musk.jpg", "assets/musk.jpg", 100, 10, ["anonymize"]]]
 article = """