diff --git a/examples/latent_sde_lorenz.py b/examples/latent_sde_lorenz.py
index e4dd339..5eb1d8c 100644
--- a/examples/latent_sde_lorenz.py
+++ b/examples/latent_sde_lorenz.py
@@ -238,7 +238,7 @@ def vis(xs, ts, latent_sde, bm_vis, img_path, num_samples=10):
     # Left plot: data.
     z1, z2, z3 = np.split(xs.cpu().numpy(), indices_or_sections=3, axis=-1)
     [ax00.plot(z1[:, i, 0], z2[:, i, 0], z3[:, i, 0]) for i in range(num_samples)]
-    ax00.scatter(z1[0, :num_samples, 0], z2[0, :num_samples, 0], z3[0, :10, 0], marker='x')
+    ax00.scatter(z1[0, :num_samples, 0], z2[0, :num_samples, 0], z3[0, :num_samples, 0], marker='x')
     ax00.set_yticklabels([])
     ax00.set_xticklabels([])
     ax00.set_zticklabels([])
@@ -255,7 +255,7 @@ def vis(xs, ts, latent_sde, bm_vis, img_path, num_samples=10):
     z1, z2, z3 = np.split(xs, indices_or_sections=3, axis=-1)
 
     [ax01.plot(z1[:, i, 0], z2[:, i, 0], z3[:, i, 0]) for i in range(num_samples)]
-    ax01.scatter(z1[0, :num_samples, 0], z2[0, :num_samples, 0], z3[0, :10, 0], marker='x')
+    ax01.scatter(z1[0, :num_samples, 0], z2[0, :num_samples, 0], z3[0, :num_samples, 0], marker='x')
     ax01.set_yticklabels([])
     ax01.set_xticklabels([])
     ax01.set_zticklabels([])
diff --git a/examples/unet.py b/examples/unet.py
index ef74947..4edffa0 100644
--- a/examples/unet.py
+++ b/examples/unet.py
@@ -147,7 +147,7 @@ def __init__(self):
         self.register_buffer('f', f)
 
     def forward(self, x):
-        return kornia.filter2D(x, self.f, normalized=True)
+        return kornia.filters.filter2d(x, self.f, normalized=True)
 
 
 class Downsample(nn.Module):