diff --git a/torchvision/models/mobilenetv2.py b/torchvision/models/mobilenetv2.py
index 386513b4071..3938156949f 100644
--- a/torchvision/models/mobilenetv2.py
+++ b/torchvision/models/mobilenetv2.py
@@ -46,7 +46,7 @@ def __init__(
             norm_layer = nn.BatchNorm2d
         if activation_layer is None:
             activation_layer = nn.ReLU6
-        super(ConvBNReLU, self).__init__(
+        super().__init__(
             nn.Conv2d(in_planes, out_planes, kernel_size, stride, padding, dilation=dilation, groups=groups,
                       bias=False),
             norm_layer(out_planes),