java.util.Collections.singleton(object) will give you an immutable Set. singletonList is also available.
Less efficiently java.util.Arrays.asList(object) will give you a mutable (can use list.set(0, x);), but non-structurally changeable (can’t add or remove) List. It is a bit more expensive as there is an extra array that is created client-side.