diff --git a/hubconf.py b/hubconf.py
index a229ab07667..66989fcb281 100644
--- a/hubconf.py
+++ b/hubconf.py
@@ -67,6 +67,7 @@
     shufflenet_v2_x2_0,
 )
 from torchvision.models.squeezenet import squeezenet1_0, squeezenet1_1
+from torchvision.models.swin_transformer import swin_t, swin_s, swin_b
 from torchvision.models.vgg import vgg11, vgg13, vgg16, vgg19, vgg11_bn, vgg13_bn, vgg16_bn, vgg19_bn
 from torchvision.models.vision_transformer import (
     vit_b_16,
diff --git a/test/expect/ModelTester.test_swin_b_expect.pkl b/test/expect/ModelTester.test_swin_b_expect.pkl
index d807ca3ed15..2ae40af400f 100644
Binary files a/test/expect/ModelTester.test_swin_b_expect.pkl and b/test/expect/ModelTester.test_swin_b_expect.pkl differ
diff --git a/test/expect/ModelTester.test_swin_s_expect.pkl b/test/expect/ModelTester.test_swin_s_expect.pkl
index 2624dad4178..b8b31bab413 100644
Binary files a/test/expect/ModelTester.test_swin_s_expect.pkl and b/test/expect/ModelTester.test_swin_s_expect.pkl differ
diff --git a/test/test_models.py b/test/test_models.py
index c0afe9f10be..7d29dde0678 100644
--- a/test/test_models.py
+++ b/test/test_models.py
@@ -327,6 +327,8 @@ def _check_input_backprop(model, inputs):
     "regnet_x_16gf",
     "regnet_x_32gf",
     "swin_t",
+    "swin_s",
+    "swin_b",
 ]
 for m in slow_models:
     _model_params[m] = {"input_shape": (1, 3, 64, 64)}