diff --git a/index.html b/index.html
index a959b34..c064a46 100644
--- a/index.html
+++ b/index.html
@@ -52,7 +52,7 @@
       <div class="container is-max-desktop">
         <div class="columns is-centered">
           <div class="column has-text-centered">
-            <h1 class="title is-1 publication-title">MARs: Multi-view Attention Regularizations <br> for Patch-based Feature Recognition <br> of Space Terrain</h1>
+            <h1 class="title is-1 publication-title"><span style="color: rgb(192, 0, 0)">MARs</span>: Multi-view Attention Regularizations <br> for Patch-based Feature Recognition <br> of Space Terrain</h1>
             <!-- <h1 style="font-size:1.5rem">European Conference on Computer Vision (ECCV) 2024</h1> -->
             <div class="is-size-5 publication-authors">
               <!-- Paper authors -->
@@ -142,22 +142,25 @@ <h1 class="title is-1 publication-title">MARs: Multi-view Attention Regularizati
 </section>
 
 
-<!-- Teaser video-->
-<!-- <section class="hero teaser">
+<!-- <section class="section hero"></section>
   <div class="container is-max-desktop">
-    <div class="hero-body"> -->
-      <!-- <video poster="" id="tree" autoplay controls muted loop height="100%"> -->
-        <!-- Your video here -->
-        <!-- <source src="static/videos/banner_video.mp4" -->
-        <!-- type="video/mp4"> -->
-      <!-- </video> -->
-      <!-- <h2 class="subtitle has-text-centered">
-        Aliquam vitae elit ullamcorper tellus egestas pellentesque. Ut lacus tellus, maximus vel lectus at, placerat pretium mi. Maecenas dignissim tincidunt vestibulum. Sed consequat hendrerit nisl ut maximus. 
-      </h2>
-    </div>
+    <iframe height="540" width="960" src="https://www.youtube.com/embed/EOGI1pU1G40" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>
   </div>
 </section> -->
-<!-- End teaser video -->
+
+<section class="hero is-small">
+  <div class="hero-body">
+    <div class="container">
+      <div class="columns is-centered has-text-centered">
+        <div class="column is-four-fifths">          
+          <div class="publication-video">
+            <iframe height="540" width="960" src="https://www.youtube.com/embed/EOGI1pU1G40" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>
+          </div>
+        </div>
+      </div>
+    </div>
+  </div>
+</section>
 
 <!-- Paper abstract -->
 <section class="section hero is-light">
@@ -176,6 +179,8 @@ <h2 class="title is-3">Abstract</h2>
 </section>
 <!-- End paper abstract -->
 
+
+
 <section class="section hero">
   <div class="container is-max-desktop">
     <div class="columns is-centered has-text-centered">
@@ -229,15 +234,12 @@ <h2 class="subtitle has-text-centered">
 <!-- Youtube video -->
 <!-- <section class="hero is-small is-light">
   <div class="hero-body">
-    <div class="container"> -->
-      <!-- Paper video. -->
-      <!-- <h2 class="title is-3">Video Presentation</h2>
+    <div class="container">
+      <h2 class="title is-3">Video Presentation</h2>
       <div class="columns is-centered has-text-centered">
-        <div class="column is-four-fifths"> -->
-          
-          <!-- <div class="publication-video"> -->
-            <!-- Youtube embed code here -->
-            <!-- <iframe src="https://www.youtube.com/embed/JkaxUblCGz0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>
+        <div class="column is-four-fifths">          
+          <div class="publication-video">
+            <iframe src="https://www.youtube.com/watch?v=EOGI1pU1G40" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>
           </div>
         </div>
       </div>