updated the website

LICENSE

@@ -0,0 +1 @@
+This work is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc/4.0/ or send a letter to Creative Commons, PO Box 1866, Mountain View, CA 94042, USA.

docs/index.html

@@ -58,8 +58,23 @@
 
 	<!-- <h1>Overview</h1> -->
     <br><br>
-	<img width="960" alt="XKD" title="XKD" src="./assets/images/xkd.png">
+	<!-- <img width="960" alt="XKD" title="XKD" src="./assets/images/xkd.png">
+
+    <video width='960' alt="XKD" title="XKD" controls loop autoplay>
+        <source src='./assets/images/xkd.mp4' type='video/mp4'>
+        Your browser does not support the video tag.
+    </video> -->
 
+    <video width='960' alt="XKD" title="XKD" controls loop autoplay poster="./assets/images/xkd.png">
+        <source src='./assets/images/xkd.mp4' type='video/mp4'>
+        Your browser does not support the video tag.
+    </video>
+    <center>
+        <p>
+            Play the vide to see how XKD works! The video has no sound. 
+        </p>
+    </center>
+
     <!--------------------- Abstract --------------------->
 	<table align=center>
         <center>
@@ -77,6 +92,23 @@ <h1>
     </table>
     <br>
 
+    <table align=center>
+        <center>
+            <h1>
+                Results
+            </h1>
+        </center>
+        <tr><h3><mark>Ablation study</mark></h3></tr>
+        <tr><img width="720" alt="XKD" title="XKD" src="./assets/images/xkd_ablation_video.png"></tr>
+        <tr><h3><mark>Effect of refinement</mark></h3></tr>
+        <tr><img width="360" alt="XKD" title="XKD" src="./assets/images/refinement_table.png"></tr>
+        <tr><img width="960" alt="XKD" title="XKD" src="./assets/images/refinement_visual.png"></tr>
+        <tr><h3><mark>SOTA Comparison</mark></h3></tr>
+        <tr><img width="720" alt="XKD" title="XKD" src="./assets/images/sota_video.png"></tr>
+        <tr><img width="480" alt="XKD" title="XKD" src="./assets/images/sota_audio.png"></tr>
+        <tr><h3><mark>Comparison with VideoMAE</mark></h3></tr>
+        <tr><img width="960" alt="XKD" title="XKD" src="./assets/images/xkd_videomae.png"></tr>
+    </table>
 
     <!--------------------- citation --------------------->
     <table align=center>
@@ -103,7 +135,7 @@ <h1>
                 <br />
                 <code>year={2022},</code>
                 <br />
-                <code>eprint={2211.arxiv},</code>
+                <code>eprint={2211.13929},</code>
                 <br />
                 <code>archivePrefix={arXiv},</code>
                 <br />