diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
index cd3a32f5..d87d8d0c 100644
--- a/CONTRIBUTORS.md
+++ b/CONTRIBUTORS.md
@@ -5,6 +5,7 @@ who have agreed to torch2trt's Contributor License Agreement.
 
 - [John Welsh](https://github.com/jaybdub) (CLA)
 - John Welsh
+- [Eunseop Shin](https://github.com/kairos03) (CLA)
 
 ## Becoming a Contributor
 
diff --git a/torch2trt/converters/transpose.py b/torch2trt/converters/transpose.py
index c5131592..440cf274 100644
--- a/torch2trt/converters/transpose.py
+++ b/torch2trt/converters/transpose.py
@@ -3,6 +3,7 @@
 
 
 @tensorrt_converter("torch.transpose", enabled=trt_version() < '7.0')
+@tensorrt_converter("torch.Tensor.transpose", enabled=trt_version() < '7.0')
 def convert_transpose(ctx):
     input = ctx.method_args[0]
     input_trt = add_missing_trt_tensors(ctx.network, [input])[0]
@@ -19,6 +20,7 @@ def convert_transpose(ctx):
 
 
 @tensorrt_converter('torch.transpose', enabled=trt_version() >= '7.0')
+@tensorrt_converter('torch.Tensor.transpose', enabled=trt_version() >= '7.0')
 def convert_transpose_trt7(ctx):
     input = ctx.method_args[0]
     input_trt = add_missing_trt_tensors(ctx.network, [input])[0]