Yes, of course, it's always "to me". I don't wish to stop other people from liking it, or set fire to the museum that displays it. I wish we didn't have to be this careful about language.
Note I will, however, make a mental judgment of someone who finds "Fountain" very moving or noteworthy. Again, this is my personal judgment and I think I'm entitled to it.
edit:
> "It's not for me right now"
This has definitely happened to me, but with books and movies.