diff --git a/index.html b/index.html
index 86c27e6..745bbcd 100644
--- a/index.html
+++ b/index.html
@@ -2,174 +2,256 @@
 layout: default
 title: Home
 ---
-<!-- As a heading -->
 
-<div class="container" style="margin-top:5rem;">
+<!-- As a heading -->
 
-    <div id="Header">
-        <h1 class="display-1 page-title">{{site.paper_name}}</h1>
-        <ul class="authors-list list-inline">
-            {%for author in site.data.authors%}
-                <li class="list-inline-item"><a href="" type="button" data-bs-toggle="offcanvas" data-bs-target="#offcanvasRight" aria-controls="offcanvasRight">
-                    {{author.name}}{%- if author.primary == true -%}*{%- endif -%}
-                </a></li>
-            {%endfor%}
-        </ul>
-        <figcaption class="blockquote-footer text-center">
-            * Indicates Primary Authors 
-        </figcaption>
+<div class="container" style="margin-top: 5rem;">
+  <div id="Header">
+    <h1 class="display-1 page-title">{{site.paper_name}}</h1>
+    <ul class="authors-list list-inline">
+      {%for author in site.data.authors%}
+      <li class="list-inline-item">
+        <a
+          href=""
+          type="button"
+          data-bs-toggle="offcanvas"
+          data-bs-target="#offcanvasRight"
+          aria-controls="offcanvasRight"
+        >
+          {{author.name}}{%- if author.primary == true -%}*{%- endif -%}
+        </a>
+      </li>
+      {%endfor%}
+    </ul>
+    <figcaption class="blockquote-footer text-center">
+      * Indicates Primary Authors
+    </figcaption>
 
-        <ul class="org-list list-unstyled text-center">
-            {%- if site.sub_organization -%}
-                <li>{{site.sub_organization}}</li>
-            {%- endif -%}
-            {%- if site.organization -%}
-                <li>{{site.organization}}</li>
-            {%- endif -%}
-        </ul>   
-        
-        <ul class="resource-list list-inline">
-            {%- if site.paper_pdf -%}
-                <li><a role="button" href="{{site.paper_pdf}}" class="btn btn-primary rounded-pill">
-                    <i class="fa fa-file-pdf-o"></i><b> Paper</b> 
-                </a> &nbsp; &nbsp; </li> 
-            {%- endif -%}
-            {%- if site.supplementary_pdf -%}
-                <li><a role="button" href="{{site.supplementary_pdf}}" class="btn btn-primary rounded-pill">
-                    <i class="far fa-file-pdf"></i><b> Paper</b> 
-                </a> &nbsp; &nbsp; </li> 
-            {%- endif -%}
-            {%- if site.code -%}
-                <li><a role="button" href="{{site.code}}" class="btn btn-secondary rounded-pill" style="background-color: #242424;">
-                    <i class="devicon-github-original"></i><b> Code</b> 
-                </a> &nbsp; &nbsp; </li> 
-            {%- endif -%}
-            {%- if site.arXiv -%}
-                <li><a role="button" href="{{site.arXiv}}" class="btn btn-danger rounded-pill" style="background-color: #B31B1B">
-                    <i class="ai ai-arxiv-square"></i> <b> ArXiv</b> 
-                </a> &nbsp; &nbsp; </li> 
-            {%- endif -%}
-            {%- if site.IEEE -%}
-                <li><a role="button" href="{{site.IEEE}}" class="btn btn-primary rounded-pill" style="border-color: #17445A;background-color: #17445A">
-                    <i class="ai ai-ieee-square"></i> <b> IEEE </b> 
-                </a> &nbsp; &nbsp; </li> 
-            {%- endif -%}
-        </ul>
-    </div>
+    <ul class="org-list list-unstyled text-center">
+      {%- if site.sub_organization -%}
+      <li>{{site.sub_organization}}</li>
+      {%- endif -%} {%- if site.organization -%}
+      <li>{{site.organization}}</li>
+      {%- endif -%}
+    </ul>
 
-    <div class="abstract">
-        <h2>Abstract</h2>
-        <div class="abstract-text">
-            {% capture content %}{% include_relative paper_components/abstract.md %}{% endcapture %}
-            {{ content | markdownify }}
-        </div>
-    </div>    
+    <ul class="resource-list list-inline">
+      {%- if site.paper_pdf -%}
+      <li>
+        <a
+          role="button"
+          href="{{site.paper_pdf}}"
+          class="btn btn-primary rounded-pill"
+          target="_blank"
+        >
+          <i class="fa fa-file-pdf-o"></i><b> Paper</b>
+        </a>
+        &nbsp; &nbsp;
+      </li>
+      {%- endif -%} {%- if site.supplementary_pdf -%}
+      <li>
+        <a
+          role="button"
+          href="{{site.supplementary_pdf}}"
+          class="btn btn-primary rounded-pill"
+          target="_blank"
+        >
+          <i class="far fa-file-pdf"></i><b> Paper</b>
+        </a>
+        &nbsp; &nbsp;
+      </li>
+      {%- endif -%} {%- if site.code -%}
+      <li>
+        <a
+          role="button"
+          href="{{site.code}}"
+          class="btn btn-secondary rounded-pill"
+          style="background-color: #242424;"
+          target="_blank"
+        >
+          <i class="devicon-github-original"></i><b> Code</b>
+        </a>
+        &nbsp; &nbsp;
+      </li>
+      {%- endif -%} {%- if site.arXiv -%}
+      <li>
+        <a
+          role="button"
+          href="{{site.arXiv}}"
+          class="btn btn-danger rounded-pill"
+          style="background-color: #b31b1b;"
+          target="_blank"
+        >
+          <i class="ai ai-arxiv-square"></i> <b> ArXiv</b>
+        </a>
+        &nbsp; &nbsp;
+      </li>
+      {%- endif -%} {%- if site.IEEE -%}
+      <li>
+        <a
+          role="button"
+          href="{{site.IEEE}}"
+          class="btn btn-primary rounded-pill"
+          style="border-color: #17445a; background-color: #17445a;"
+          target="_blank"
+        >
+          <i class="ai ai-ieee-square"></i> <b> IEEE </b>
+        </a>
+        &nbsp; &nbsp;
+      </li>
+      {%- endif -%}
+    </ul>
+  </div>
 
-    {%- if site.main_media -%}
-    <div class="media">
-        <figure class="figure">
-            <img src="{{site.main_media.source}}" class="figure-img img-fluid rounded" alt="...">
-            <figcaption class="figure-caption"><b>Figure:</b> {{site.main_media.caption}}</figcaption>
-        </figure>
+  <div class="abstract">
+    <h2>Abstract</h2>
+    <div class="abstract-text">
+      {% capture content %}{% include_relative paper_components/abstract.md %}{%
+      endcapture %} {{ content | markdownify }}
     </div>
-    {%- endif -%}
+  </div>
 
-    {%- if site.data.figures[1].caption -%}
-        <div id="Media_Carousel">
-            <hr class="dotted">
-            <h2 class="component-title">Important Figures</h2>
-            <div id="figureCarosel" class="carousel carousel-dark slide" data-ride="carousel" data-bs-interval="false">
-            <div class="carousel-inner">
-                {% for figure in site.data.figures %}
-                <div class="carousel-item {% if forloop.first %}active{% endif %}">
-                <div class="media">
-                    <figure>
-                        <img src="assets/images/{{figure.filename}}" class="figure-img img-fluid rounded">
-                        <figcaption><b>Figure: </b>{{ figure.caption | markdownify}}</figcaption>
-                    </figure>
-                </div>
-                </div>
-                {% endfor %}
-            </div>
-            <button class="carousel-control-prev" type="button" data-bs-target="#figureCarosel" data-bs-slide="prev">
-                <span class="carousel-control-prev-icon" aria-hidden="true"></span>
-                <span class="visually-hidden">Previous</span>
-            </button>
-            <button class="carousel-control-next" type="button" data-bs-target="#figureCarosel" data-bs-slide="next">
-                <span class="carousel-control-next-icon" aria-hidden="true"></span>
-                <span class="visually-hidden">Next</span>
-            </button>
-        </div>
+  {%- if site.main_media -%}
+  <div class="media">
+    <figure class="figure">
+      <img
+        src="{{site.main_media.source}}"
+        class="figure-img img-fluid rounded"
+        alt="..."
+      />
+      <figcaption class="figure-caption">
+        <b>Figure:</b> {{site.main_media.caption}}
+      </figcaption>
+    </figure>
+  </div>
+  {%- endif -%} {%- if site.data.figures[1].caption -%}
+  <div id="Media_Carousel">
+    <hr class="dotted" />
+    <h2 class="component-title">Important Figures</h2>
+    <div
+      id="figureCarosel"
+      class="carousel carousel-dark slide"
+      data-ride="carousel"
+      data-bs-interval="false"
+    >
+      <div class="carousel-inner">
+        {% for figure in site.data.figures %}
+        <div class="carousel-item {% if forloop.first %}active{% endif %}">
+          <div class="media">
+            <figure>
+              <img
+                src="assets/images/{{figure.filename}}"
+                class="figure-img img-fluid rounded"
+              />
+              <figcaption>
+                <b>Figure: </b>{{ figure.caption | markdownify}}
+              </figcaption>
+            </figure>
+          </div>
         </div>
-    {%- endif -%}
+        {% endfor %}
+      </div>
+      <button
+        class="carousel-control-prev"
+        type="button"
+        data-bs-target="#figureCarosel"
+        data-bs-slide="prev"
+      >
+        <span class="carousel-control-prev-icon" aria-hidden="true"></span>
+        <span class="visually-hidden">Previous</span>
+      </button>
+      <button
+        class="carousel-control-next"
+        type="button"
+        data-bs-target="#figureCarosel"
+        data-bs-slide="next"
+      >
+        <span class="carousel-control-next-icon" aria-hidden="true"></span>
+        <span class="visually-hidden">Next</span>
+      </button>
+    </div>
+  </div>
+  {%- endif -%}
 
-    <div id="Components">
-        <hr class="dotted">
-            <h2 class="component-title">Paper Details</h2>
-            <div class="md-block" markdown=1>
-                {% capture content %}{% include_relative paper_components/description.md %}{% endcapture %}
-                {{ content | markdownify }}
-            </div>
+  <div id="Components">
+    <hr class="dotted" />
+    <h2 class="component-title">Paper Details</h2>
+    <div class="md-block" markdown="1">
+      {% capture content %}{% include_relative paper_components/description.md
+      %}{% endcapture %} {{ content | markdownify }}
     </div>
-    
-    <hr class="dotted">
-    <div id="BibTex">
-            <h2>Bibtex</h2>
-            <div class="bibtex md-block" markdown=1>
-                {% capture content %}{% include_relative paper_components/bibtex_ref.md %}{% endcapture %}
-                {{ content | markdownify }}
-            </div>
+  </div>
+
+  <hr class="dotted" />
+  <div id="BibTex">
+    <h2>Bibtex</h2>
+    <div class="bibtex md-block" markdown="1">
+      {% capture content %}{% include_relative paper_components/bibtex_ref.md
+      %}{% endcapture %} {{ content | markdownify }}
     </div>
-    <hr>
+  </div>
+  <hr />
 </div>
 
-
-
-<div class="offcanvas offcanvas-end" tabindex="-1" data-bs-scroll="true" id="offcanvasRight" aria-labelledby="offcanvasRightLabel">
-    <div class="offcanvas-header">
-        <h5 id="offcanvasRightLabel">Author Details</h5>
-        <button type="button" class="btn-close text-reset" data-bs-dismiss="offcanvas" aria-label="Close"></button>
-    </div>
-    <div class="offcanvas-body">
-        <ul class="list-group authors">
-            {%for author in site.data.authors%}
-                <li class="list-group-item">
-                    <div class="card text-center mb-3">
-                        <div class="card-body">
-                            <h6 class="card-title">{{author.name}}</h6>
-                            {%- if author.primary == true -%}<span class="badge bg-secondary">Primary</span>{%- endif -%}
-                            <ul class="org-list list-unstyled text-center">
-                                {%- if author.position -%}
-                                    <li>{{author.position}}</li>
-                                {%- endif -%}
-                                {%- if author.sub_organization -%}
-                                    <li>{{author.sub_organization}}</li>
-                                {%- endif -%}
-                                {%- if author.organization -%}
-                                    <li>{{author.organization}}</li>
-                                {%- endif -%}
-                            </ul>
-                        </div>
-                        <div class="card-footer bg-transparent">
-                            {%- if author.email -%}
-                                <a href="mailto:{{author.email}}"><i class="fa fa-envelope-o"></i></a>&nbsp; &nbsp; 
-                            {%- endif -%} 
-                            {%- if author.linkedin -%}
-                                <a href="https://www.linkedin.com/in/{{author.linkedin}}"><i class="devicon-linkedin-plain colored"></i></a>&nbsp; &nbsp; 
-                            {%- endif -%} 
-                            {%- if author.github -%}
-                                <a href="https://github.com/{{author.github}}"><i class="devicon-github-plain colored"></i></a>&nbsp; &nbsp; 
-                            {%- endif -%}
-                            {%- if author.google_scholar -%}
-                                <a href="{{author.google_scholar}}"><i class="ai ai-google-scholar-square"></i></a>&nbsp; &nbsp; 
-                            {%- endif -%}
-                            {%- if author.website -%}
-                                <a href="{{author.website}}"><i class="fa fa-link"></i></a>&nbsp; &nbsp; 
-                            {%- endif -%}
-                        </div>
-                    </div>
-                </li>
-            {%endfor%}
-        </ul>
-    </div>
+<div
+  class="offcanvas offcanvas-end"
+  tabindex="-1"
+  data-bs-scroll="true"
+  id="offcanvasRight"
+  aria-labelledby="offcanvasRightLabel"
+>
+  <div class="offcanvas-header">
+    <h5 id="offcanvasRightLabel">Author Details</h5>
+    <button
+      type="button"
+      class="btn-close text-reset"
+      data-bs-dismiss="offcanvas"
+      aria-label="Close"
+    ></button>
+  </div>
+  <div class="offcanvas-body">
+    <ul class="list-group authors">
+      {%for author in site.data.authors%}
+      <li class="list-group-item">
+        <div class="card text-center mb-3">
+          <div class="card-body">
+            <h6 class="card-title">{{author.name}}</h6>
+            {%- if author.primary == true -%}<span class="badge bg-secondary"
+              >Primary</span
+            >{%- endif -%}
+            <ul class="org-list list-unstyled text-center">
+              {%- if author.position -%}
+              <li>{{author.position}}</li>
+              {%- endif -%} {%- if author.sub_organization -%}
+              <li>{{author.sub_organization}}</li>
+              {%- endif -%} {%- if author.organization -%}
+              <li>{{author.organization}}</li>
+              {%- endif -%}
+            </ul>
+          </div>
+          <div class="card-footer bg-transparent">
+            {%- if author.email -%}
+            <a href="mailto:{{author.email}}" target="_blank"
+              ><i class="fa fa-envelope-o"></i></a
+            >&nbsp; &nbsp; {%- endif -%} {%- if author.linkedin -%}
+            <a
+              href="https://www.linkedin.com/in/{{author.linkedin}}"
+              target="_blank"
+              ><i class="devicon-linkedin-plain colored"></i></a
+            >&nbsp; &nbsp; {%- endif -%} {%- if author.github -%}
+            <a href="https://github.com/{{author.github}}" target="_blank"
+              ><i class="devicon-github-plain colored"></i></a
+            >&nbsp; &nbsp; {%- endif -%} {%- if author.google_scholar -%}
+            <a href="{{author.google_scholar}}" target="_blank"
+              ><i class="ai ai-google-scholar-square"></i></a
+            >&nbsp; &nbsp; {%- endif -%} {%- if author.website -%}
+            <a href="{{author.website}}" target="_blank"
+              ><i class="fa fa-link"></i></a
+            >&nbsp; &nbsp; {%- endif -%}
+          </div>
+        </div>
+      </li>
+      {%endfor%}
+    </ul>
+  </div>
 </div>