diff --git a/docs/notes/visualization.md b/docs/notes/visualization.md
index daf090dd9..ec93cb885 100644
--- a/docs/notes/visualization.md
+++ b/docs/notes/visualization.md
@@ -5,7 +5,7 @@ sidebar_label: Plotly Visualization
 
 # Overview
 
-PyTorch3D provides a modular differentiable renderer, but for instances where we want interactive plots or are not concerned with the differentiability of the rendering process, we provide [functions to render meshes and pointclouds in plotly](../../pytorch3d/visualization/plotly_vis.py). These plotly figures allow you to rotate and zoom the rendered images and support plotting batched data as multiple traces in a singular plot or divided into individual subplots.
+PyTorch3D provides a modular differentiable renderer, but for instances where we want interactive plots or are not concerned with the differentiability of the rendering process, we provide [functions to render meshes and pointclouds in plotly](../../pytorch3d/vis/plotly_vis.py). These plotly figures allow you to rotate and zoom the rendered images and support plotting batched data as multiple traces in a singular plot or divided into individual subplots.
 
 
 # Examples
diff --git a/docs/tutorials/render_colored_points.ipynb b/docs/tutorials/render_colored_points.ipynb
index 8eaa939f2..c68691956 100644
--- a/docs/tutorials/render_colored_points.ipynb
+++ b/docs/tutorials/render_colored_points.ipynb
@@ -67,7 +67,7 @@
     "\n",
     "# Data structures and functions for rendering\n",
     "from pytorch3d.structures import Pointclouds\n",
-    "from pytorch3d.visualization import AxisArgs, plot_pointclouds\n",
+    "from pytorch3d.vis import AxisArgs, plot_pointclouds\n",
     "from pytorch3d.renderer import (\n",
     "    look_at_view_transform,\n",
     "    FoVOrthographicCameras, \n",
diff --git a/docs/tutorials/render_textured_meshes.ipynb b/docs/tutorials/render_textured_meshes.ipynb
index 678a37df0..01a9433c5 100644
--- a/docs/tutorials/render_textured_meshes.ipynb
+++ b/docs/tutorials/render_textured_meshes.ipynb
@@ -93,7 +93,7 @@
     "\n",
     "# Data structures and functions for rendering\n",
     "from pytorch3d.structures import Meshes\n",
-    "from pytorch3d.visualization import AxisArgs, plot_meshes\n",
+    "from pytorch3d.vis import AxisArgs, plot_meshes\n",
     "from pytorch3d.renderer import (\n",
     "    look_at_view_transform,\n",
     "    FoVPerspectiveCameras, \n",
diff --git a/pytorch3d/visualization/__init__.py b/pytorch3d/vis/__init__.py
similarity index 100%
rename from pytorch3d/visualization/__init__.py
rename to pytorch3d/vis/__init__.py
diff --git a/pytorch3d/visualization/plotly_vis.py b/pytorch3d/vis/plotly_vis.py
similarity index 100%
rename from pytorch3d/visualization/plotly_vis.py
rename to pytorch3d/vis/plotly_vis.py