I thought so until I saw her, but I guess he likes the way she dances with a sword more than her looks
Then again, aside Robb & Talisa, on this show no one likes anyone because of their looks. According to Lady Catelyn that's the reason their love is stronger and last longer.
It's always about something more meaningful like Brienne's skills (Jaime), Arya's wits (Gendry, Jaqen, Tywin), Drogo's courage (Dany), Ned's honor (Catelyn), etc. Makes love something unique in this show.