Is it weird that I'm attracted to a woman who other men find ugly?

These guys I know were telling me about this lady at a bar who was "ugly and had the face of a horse". I went to the bar with them and saw her for the first time, and I thought she was beautiful. Her and I talked some and kept smiling at each other, the guys thought I was crazy.

Is it weird that I'm attracted to a woman who other men find ugly?
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