diff --git a/.github/workflows/pr_dependency_test.yml b/.github/workflows/pr_dependency_test.yml
index ba5cd1c76cbc..e89e71de6d75 100644
--- a/.github/workflows/pr_dependency_test.yml
+++ b/.github/workflows/pr_dependency_test.yml
@@ -6,6 +6,7 @@ on:
       - main
     paths:
       - "src/diffusers/**.py"
+      - "tests/**.py"
   push:
     branches:
       - main
diff --git a/.github/workflows/pr_torch_dependency_test.yml b/.github/workflows/pr_torch_dependency_test.yml
index 79569488ae21..27b4483ac5dd 100644
--- a/.github/workflows/pr_torch_dependency_test.yml
+++ b/.github/workflows/pr_torch_dependency_test.yml
@@ -6,6 +6,7 @@ on:
       - main
     paths:
       - "src/diffusers/**.py"
+      - "tests/**.py"
   push:
     branches:
       - main
@@ -26,7 +27,7 @@ jobs:
       - name: Install dependencies
         run: |
           pip install -e .
-          pip install torch torchvision torchaudio pytest
+          pip install torch pytest
       - name: Check for soft dependencies
         run: |
             pytest tests/others/test_dependencies.py
diff --git a/src/diffusers/pipelines/consisid/consisid_utils.py b/src/diffusers/pipelines/consisid/consisid_utils.py
index c1646e15efbc..07bba890c383 100644
--- a/src/diffusers/pipelines/consisid/consisid_utils.py
+++ b/src/diffusers/pipelines/consisid/consisid_utils.py
@@ -5,10 +5,13 @@
 import numpy as np
 import torch
 from PIL import Image, ImageOps
-from torchvision.transforms import InterpolationMode
-from torchvision.transforms.functional import normalize, resize
 
-from ...utils import get_logger, load_image
+from ...utils import get_logger, is_torchvision_available, load_image
+
+
+if is_torchvision_available():
+    from torchvision.transforms import InterpolationMode
+    from torchvision.transforms.functional import normalize, resize
 
 
 logger = get_logger(__name__)
diff --git a/tests/others/test_dependencies.py b/tests/others/test_dependencies.py
index db22f10c4b3c..b2e28077b131 100644
--- a/tests/others/test_dependencies.py
+++ b/tests/others/test_dependencies.py
@@ -13,16 +13,14 @@
 # limitations under the License.
 
 import inspect
-import unittest
 from importlib import import_module
 
+import pytest
 
-class DependencyTester(unittest.TestCase):
+
+class TestDependencies:
     def test_diffusers_import(self):
-        try:
-            import diffusers  # noqa: F401
-        except ImportError:
-            assert False
+        import diffusers  # noqa: F401
 
     def test_backend_registration(self):
         import diffusers
@@ -52,3 +50,36 @@ def test_pipeline_imports(self):
             if hasattr(diffusers.pipelines, cls_name):
                 pipeline_folder_module = ".".join(str(cls_module.__module__).split(".")[:3])
                 _ = import_module(pipeline_folder_module, str(cls_name))
+
+    def test_pipeline_module_imports(self):
+        """Import every pipeline submodule whose dependencies are satisfied,
+        to catch unguarded optional-dep imports (e.g., torchvision).
+
+        Uses inspect.getmembers to discover classes that the lazy loader can
+        actually resolve (same self-filtering as test_pipeline_imports), then
+        imports the full module path instead of truncating to the folder level.
+        """
+        import diffusers
+        import diffusers.pipelines
+
+        failures = []
+        all_classes = inspect.getmembers(diffusers, inspect.isclass)
+
+        for cls_name, cls_module in all_classes:
+            if not hasattr(diffusers.pipelines, cls_name):
+                continue
+            if "dummy_" in cls_module.__module__:
+                continue
+
+            full_module_path = cls_module.__module__
+            try:
+                import_module(full_module_path)
+            except ImportError as e:
+                failures.append(f"{full_module_path}: {e}")
+            except Exception:
+                # Non-import errors (e.g., missing config) are fine; we only
+                # care about unguarded import statements.
+                pass
+
+        if failures:
+            pytest.fail("Unguarded optional-dependency imports found:\n" + "\n".join(failures))