You gave the example of killing, and I think that's a good one. Here's another: Aquinas held that stealing was wrong in normal circumstances but permissible if you are starving.

There may be some moralists who have denied this sort of thing, but not many. If this were all that ethical relativists were saying, it would be old hat and there would be no controversy.