Update README.md

README.md

@@ -15,10 +15,10 @@ Official PyTorch trained model.
 
 This is a ConvNeXt-Tiny variant. 
 
-convnext-baseline is ConvNeXt-Tiny with circular-padded convolutions. 
-convnext-afc is The full ConvNeXt-Tiny-AFC which is shift invariant to circular shifts.
+`convnext_tiny_baseline` is ConvNeXt-Tiny with circular-padded convolutions. 
+`convnext_tiny_afc` is the full ConvNeXt-Tiny-AFC which is shift invariant to circular shifts.
 
-For more details see the [paper](https://arxiv.org/abs/2303.08085) or the [implementation](https://github.com/hmichaeli/alias_free_convnets).
+For more details see the [paper](https://arxiv.org/abs/2303.08085) or [implementation](https://github.com/hmichaeli/alias_free_convnets).
 
 ```bash
 git clone https://github.com/hmichaeli/alias_free_convnets.git