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@@ -29,7 +29,7 @@
   <link rel="stylesheet"
         href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css">
   <link rel="stylesheet" href="./static/css/index.css">
-  <link rel="icon" href="./static/images/logo.jpg">
+  <link rel="icon" href="./static/images/logo.png">
 
   <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
   <script defer src="./static/js/fontawesome.all.min.js"></script>
@@ -120,7 +120,7 @@ <h1 class="title is-1 publication-title">UnrealZoo: Enriching Photo-realistic Vi
             <div class="publication-links">
               <!-- PDF Link. -->
               <span class="link-block">
-                <a href="https://arxiv.org/abs/2011.12948"
+                <a href="https://arxiv.org/abs/2412.xxxxx"
                    class="external-link button is-normal is-rounded is-dark">
                   <span class="icon">
                       <i class="ai ai-arxiv"></i>
@@ -130,7 +130,7 @@ <h1 class="title is-1 publication-title">UnrealZoo: Enriching Photo-realistic Vi
               </span>
               <!-- Video Link. -->
               <span class="link-block">
-                <a href="https://www.youtube.com/watch?v=8iaGVn3M8rg"
+                <a href="https://youtu.be/Xe2VmsJYTAU"
                    class="external-link button is-normal is-rounded is-dark">
                   <span class="icon">
                       <i class="fab fa-youtube"></i>
@@ -150,12 +150,22 @@ <h1 class="title is-1 publication-title">UnrealZoo: Enriching Photo-realistic Vi
               </span>
               <!-- Dataset Link. -->
               <span class="link-block">
-                <a href="https://github.com/google/nerfies/releases/tag/0.1"
+                <a href="https://app.filen.io/#/f/6d35fe10-0959-48b1-b933-27fec5d7daa5%23TXb9iUIUqDRRYSLRdc1zbiAbeUjOJP3U"
                    class="external-link button is-normal is-rounded is-dark">
                   <span class="icon">
                       <i class="far fa-images"></i>
                   </span>
-                  <span>Data</span>
+                  <span>UE Environments</span>
+                </a>
+              </span>
+              <!-- Document Link. -->
+              <span class="link-block">
+                <a href="https://unrealzoo.notion.site"
+                   class="external-link button is-normal is-rounded is-dark">
+                  <span class="icon">
+                      <i class="fas fa-book"></i>
+                  </span>
+                  <span>Documentation</span>
                 </a>
               </span>
             </div>
@@ -174,7 +184,7 @@ <h1 class="title is-1 publication-title">UnrealZoo: Enriching Photo-realistic Vi
                 type="video/mp4">
       </video>
       <h2 class="subtitle has-text-centered">
-        <span class="dnerf">UnrealZoo</span> Enriching photo-realistic virtual worlds for embodied AI.
+          Towards a Harmonious Human-AI Society
       </h2>
     </div>
     <div class="image-container">
@@ -197,7 +207,7 @@ <h2 class="title is-3">Abstract</h2>
             Additionally, we offer a variety of playable entities for embodied AI。
           </p>
           <ul>
-            <li><strong>Photo-realistic</strong>: Empowered by Unreal Engine (4.27 and 5.4) </li>
+            <li><strong>Photo-realistic Rendering</strong>: Empowered by Unreal Engine (4.27 and 5.4) </li>
             <li><strong>Diverse Scenes</strong>: 100+ Scenes 🛖🛣️⛰️🏭🏟️🏰🛕🏙️🚉🏗️🏥🤽🏻‍♂️🏝️🛶 </li>
             <li><strong>Diverse Bodies</strong>:Human🚶🏻‍♂️️🚶🏻, Robot🤖, Vehicles🚗🏍️🛩️, Animals🐘🐕🐎🐧🐢🐖🐏</li>
             <li><strong>Diverse Actions</strong>: Climbing, Jumping, Running, Squatting, Sitting, Pick-up, etc.</li>
@@ -216,7 +226,7 @@ <h2 class="title is-3">Abstract</h2>
       <div class="column is-four-fifths">
         <h2 class="title is-3">Video</h2>
         <div class="publication-video">
-          <iframe src="https://www.youtube.com/embed/8iaGVn3M8rg?si=doi_MbGFzO_rbOQa"
+          <iframe src="https://www.youtube.com/embed/Xe2VmsJYTAU?si=thTrycREIOEd4GJG"
                   frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>
         </div>
       </div>
@@ -446,107 +456,6 @@ <h2 class="subtitle has-text-centered">
   </div>
 </section>
 
-<!--<section class="section">-->
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-<!--      &lt;!&ndash; Visual Effects. &ndash;&gt;-->
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-<!--        <div class="content">-->
-<!--          <h2 class="title is-3">Visual Effects</h2>-->
-<!--          <p>-->
-<!--            Using <i>nerfies</i> you can create fun visual effects. This Dolly zoom effect-->
-<!--            would be impossible without nerfies since it would require going through a wall.-->
-<!--          </p>-->
-<!--          <video id="dollyzoom" autoplay controls muted loop playsinline height="100%">-->
-<!--            <source src="./static/videos/dollyzoom-stacked.mp4"-->
-<!--                    type="video/mp4">-->
-<!--          </video>-->
-<!--        </div>-->
-<!--      </div>-->
-<!--      &lt;!&ndash;/ Visual Effects. &ndash;&gt;-->
-
-<!--      &lt;!&ndash; Matting. &ndash;&gt;-->
-<!--      <div class="column">-->
-<!--        <h2 class="title is-3">Matting</h2>-->
-<!--        <div class="columns is-centered">-->
-<!--          <div class="column content">-->
-<!--            <p>-->
-<!--              As a byproduct of our method, we can also solve the matting problem by ignoring-->
-<!--              samples that fall outside of a bounding box during rendering.-->
-<!--            </p>-->
-<!--            <video id="matting-video" controls playsinline height="100%">-->
-<!--              <source src="./static/videos/matting.mp4"-->
-<!--                      type="video/mp4">-->
-<!--            </video>-->
-<!--          </div>-->
-
-<!--        </div>-->
-<!--      </div>-->
-<!--    </div>-->
-<!--    &lt;!&ndash;/ Matting. &ndash;&gt;-->
-
-<!--    &lt;!&ndash; Animation. &ndash;&gt;-->
-<!--    <div class="columns is-centered">-->
-<!--      <div class="column is-full-width">-->
-<!--        <h2 class="title is-3">Animation</h2>-->
-<!--        &lt;!&ndash; Re-rendering. &ndash;&gt;-->
-<!--        <h3 class="title is-4">Re-rendering the input video</h3>-->
-<!--        <div class="content has-text-justified">-->
-<!--          <p>-->
-<!--            Using <span class="dnerf">Nerfies</span>, you can re-render a video from a novel-->
-<!--            viewpoint such as a stabilized camera by playing back the training deformations.-->
-<!--          </p>-->
-<!--        </div>-->
-<!--        <div class="content has-text-centered">-->
-<!--          <video id="replay-video"-->
-<!--                 controls-->
-<!--                 muted-->
-<!--                 preload-->
-<!--                 playsinline-->
-<!--                 width="75%">-->
-<!--            <source src="./static/videos/replay.mp4"-->
-<!--                    type="video/mp4">-->
-<!--          </video>-->
-<!--        </div>-->
-<!--        &lt;!&ndash;/ Re-rendering. &ndash;&gt;-->
-
-<!--      </div>-->
-<!--    </div>-->
-<!--    &lt;!&ndash;/ Animation. &ndash;&gt;-->
-
-
-<!--    &lt;!&ndash; Concurrent Work. &ndash;&gt;-->
-<!--    <div class="columns is-centered">-->
-<!--      <div class="column is-full-width">-->
-<!--        <h2 class="title is-3">Related Links</h2>-->
-
-<!--        <div class="content has-text-justified">-->
-<!--          <p>-->
-<!--            There's a lot of excellent work that was introduced around the same time as ours.-->
-<!--          </p>-->
-<!--          <p>-->
-<!--            <a href="https://arxiv.org/abs/2104.09125">Progressive Encoding for Neural Optimization</a> introduces an idea similar to our windowed position encoding for coarse-to-fine optimization.-->
-<!--          </p>-->
-<!--          <p>-->
-<!--            <a href="https://www.albertpumarola.com/research/D-NeRF/index.html">D-NeRF</a> and <a href="https://gvv.mpi-inf.mpg.de/projects/nonrigid_nerf/">NR-NeRF</a>-->
-<!--            both use deformation fields to model non-rigid scenes.-->
-<!--          </p>-->
-<!--          <p>-->
-<!--            Some works model videos with a NeRF by directly modulating the density, such as <a href="https://video-nerf.github.io/">Video-NeRF</a>, <a href="https://www.cs.cornell.edu/~zl548/NSFF/">NSFF</a>, and <a href="https://neural-3d-video.github.io/">DyNeRF</a>-->
-<!--          </p>-->
-<!--          <p>-->
-<!--            There are probably many more by the time you are reading this. Check out <a href="https://dellaert.github.io/NeRF/">Frank Dellart's survey on recent NeRF papers</a>, and <a href="https://github.com/yenchenlin/awesome-NeRF">Yen-Chen Lin's curated list of NeRF papers</a>.-->
-<!--          </p>-->
-<!--        </div>-->
-<!--      </div>-->
-<!--    </div>-->
-<!--    &lt;!&ndash;/ Concurrent Work. &ndash;&gt;-->
-
-<!--  </div>-->
-<!--</section>-->
-
 
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   <div class="container is-max-desktop content">
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