Update index.html

Author: naveenguptaiitr

projects/GFI-framework/index.html

@@ -70,12 +70,11 @@ <h2 style="text-align: center;">ICLR 2025</h2>
       </a>
     </p>
 
-    <div class="gfi_framework">
-      <figure>
-         <img src="./static/images/GFI_Framework.png" alt="GFI Framework" loading="lazy" width=25%>
-        <figcaption> Figure 1: A unified framework for solving forward and inverse problems in subsurface imaging. </figcaption>
-      </figure>
-    </div>
+    <figure>
+       <img src="./static/images/GFI_Framework.png" alt="GFI Framework" loading="lazy" width=25%>
+      <figcaption> Figure 1: A unified framework for solving forward and inverse problems in subsurface imaging. </figcaption>
+    </figure>
+    
 
     <!-- Abstract -->
     <h2 class="banded"> Abstract </h2>
@@ -88,6 +87,7 @@ <h2 class="banded"> Abstract </h2>
       We show that our proposed models achieve state-of-the-art performance for forward and inverse problems on a wide range of synthetic datasets and also investigate their zero-shot effectiveness on two real-world-like datasets.
     </p>
 
+    <!-- Moethod Overview -->
     <h2 class="banded">Method Overview</h2>
     <p style="text-align:justify;">
       We propose Generalized Forward-Inverse (GFI) framework based on two assumptions. First, according to the manifold assumption, we assume that the velocity maps v ∈ v&#119985; and seismic
@@ -130,7 +130,7 @@ <h2 class="banded">Method Overview</h2>
       </li>
     </ol>
 
-  <!-- Results Table Placeholder -->
+  <!-- Experiments -->
   <section class="section">
     <div class="container is-max-desktop">
       <h2 class="title is-3">Experiments</h2>