InterroGate: Learning to Share, Specialize, and Prune Representations for Multi-task Learning

Babak Ehteshami Bejnordi, Gaurav Kumar, Amelie Royer +3

Jointly learning multiple tasks with a unified model can improve accuracy and data efficiency, but it faces the challenge of task interference, where optimizing one task objective…