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diff --git a/docs/source/auto_examples/index.rst b/docs/source/auto_examples/index.rst
index 5cbfba6..259fca1 100644
--- a/docs/source/auto_examples/index.rst
+++ b/docs/source/auto_examples/index.rst
@@ -149,6 +149,26 @@ This is a gallery of all the POT example files.
.. raw:: html
+ <div class="sphx-glr-thumbcontainer" tooltip="This example is designed to illustrate how the Convolutional Wasserstein Barycenter function of...">
+
+.. only:: html
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_convolutional_barycenter_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_convolutional_barycenter.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_convolutional_barycenter
+
+.. raw:: html
+
<div class="sphx-glr-thumbcontainer" tooltip=" ">
.. only:: html