AnyBottle: A Recipe to Only Keep the Concepts You Really Need

Wolfgang Stammer, Sukrut Rao, Hevra Petekkaya +2

Concept bottleneck models (CBMs) make predictions inspectable and intervenable by routing them through human-interpretable concepts, but originally required concept annotations. An…