diff --git a/prototorch/models/glvq.py b/prototorch/models/glvq.py
index 0074a78..c5556ca 100644
--- a/prototorch/models/glvq.py
+++ b/prototorch/models/glvq.py
@@ -9,7 +9,7 @@ from ..core.distances import (
     omega_distance,
     squared_euclidean_distance,
 )
-from ..core.initializers import EyeTransformInitializer
+from ..core.initializers import EyeLinearTransformInitializer
 from ..core.losses import (
     GLVQLoss,
     lvq1_loss,
@@ -231,7 +231,7 @@ class SiameseGMLVQ(SiameseGLVQ):
 
         # Override the backbone
         omega_initializer = kwargs.get("omega_initializer",
-                                       EyeTransformInitializer())
+                                       EyeLinearTransformInitializer())
         self.backbone = LinearTransform(
             self.hparams.input_dim,
             self.hparams.latent_dim,
@@ -263,7 +263,7 @@ class GMLVQ(GLVQ):
 
         # Additional parameters
         omega_initializer = kwargs.get("omega_initializer",
-                                       EyeTransformInitializer())
+                                       EyeLinearTransformInitializer())
         omega = omega_initializer.generate(self.hparams.input_dim,
                                            self.hparams.latent_dim)
         self.register_parameter("_omega", Parameter(omega))