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@@ -96,57 +96,38 @@ <h1 class="title is-1 publication-title">QN-Mixer: A Quasi-Newton MLP-Mixer Mode
 
 
             <div class="column has-text-centered">
-              <div class="publication-links">
-                <!-- Arxiv PDF link -->
-                <span class="link-block">
-                  <!-- <a href="https://arxiv.org/pdf/<ARXIV PAPER ID>.pdf" target="_blank"-->
-                  <a href="static/pdfs/paper_v0.pdf" target="_blank"
-                    class="external-link button is-normal is-rounded is-dark">
-                    <span class="icon">
-                      <i class="fas fa-file-pdf"></i>
-                    </span>
-                    <span>Paper</span>
-                  </a>
-                </span>
-
-                <!-- Supplementary PDF link -->
-                <span class="link-block">
-                  <a href="static/pdfs/supplementary_v0.pdf" target="_blank"
-                    class="external-link button is-normal is-rounded is-dark">
-                    <span class="icon">
-                      <i class="fas fa-file-pdf"></i>
-                    </span>
-                    <span>Supplementary</span>
-                  </a>
-                </span>
-
-                <!-- Github link -->
-                <span class="link-block">
-                  <a href="https://github.com/YOUR REPO HERE" target="_blank"
-                    class="external-link button is-normal is-rounded is-dark">
-                    <span class="icon">
-                      <i class="fab fa-github"></i>
-                    </span>
-                    <span>Code (coming soon)</span>
-                  </a>
-                </span>
-
-                <!-- ArXiv abstract Link -->
-                <span class="link-block">
-                  <a href="https://arxiv.org/abs/<ARXIV PAPER ID>" target="_blank"
-                    class="external-link button is-normal is-rounded is-dark">
-                    <span class="icon">
-                      <i class="ai ai-arxiv"></i>
-                    </span>
-                    <span>arXiv (coming soon)</span>
-                  </a>
-                </span>
-              </div>
+
+
+              <!-- ArXiv abstract Link -->
+              <span class="link-block">
+                <a href="https://arxiv.org/abs/<ARXIV PAPER ID>" target="_blank"
+                  class="external-link button is-normal is-rounded is-dark">
+                  <span class="icon">
+                    <i class="ai ai-arxiv"></i>
+                  </span>
+                  <span>arXiv (coming soon)</span>
+                </a>
+              </span>
+
+
+              <!-- Github link -->
+              <span class="link-block">
+                <a href="https://github.com/YOUR REPO HERE" target="_blank"
+                  class="external-link button is-normal is-rounded is-dark">
+                  <span class="icon">
+                    <i class="fab fa-github"></i>
+                  </span>
+                  <span>Code (coming soon)</span>
+                </a>
+              </span>
+
+
             </div>
           </div>
         </div>
       </div>
     </div>
+    </div>
   </section>
 
   <!-- Teaser video-->
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