Collections.newSetFromMap

Set<Object> weakHashSet = 
    Collections.newSetFromMap(
        new WeakHashMap<Object, Boolean>()
    );

As seen in Collections.newSetFromMap documentation, passing a WeakHashMap to get a Set.