Here is the full list of all 11 Dream Catcher achievements.
Defeat the boss of Kindergarten
Defeat the boss of Velvet Valley
Defeat the boss of Cherry Blossom Beach
Defeat the boss of Mint Mountain
Defeat the boss of The Quarry
Defeat the boss of ???
Defeat the boss of Machine Mansion