diff --git a/.github/workflows/build-and-push-to-docker.yml b/.github/workflows/build-and-push-to-docker.yml
index ac4820a1..9c6c8ce0 100644
--- a/.github/workflows/build-and-push-to-docker.yml
+++ b/.github/workflows/build-and-push-to-docker.yml
@@ -193,10 +193,15 @@ jobs:
     strategy:
       fail-fast: true
       matrix:
-        BASE_PYTHON_VERSION:
-          - "3.10"
-          - "3.9"
-          - "3.8"
+        include:
+        - BASE_PYTHON_VERSION: "3.11"
+          REGISTRY: quay.io
+        - BASE_PYTHON_VERSION: "3.10"
+          REGISTRY: docker.io
+        - BASE_PYTHON_VERSION: "3.9"
+          REGISTRY: docker.io
+        - BASE_PYTHON_VERSION: "3.8"
+          REGISTRY: docker.io
     steps:
       - name: Docker Login
         uses: docker/login-action@v3
@@ -227,7 +232,7 @@ jobs:
           cache-to: type=gha,mode=max
           cache-from: type=gha
           build-args: |
-            BASE_IMAGE=jupyter/base-notebook:python-${{ matrix.BASE_PYTHON_VERSION }}
+            BASE_IMAGE=${{ matrix.REGISTRY }}/jupyter/base-notebook:python-${{ matrix.BASE_PYTHON_VERSION }}
           platforms: linux/amd64,linux/arm64
           provenance: false