Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation

Yan Zhang, David W. Zhang, Simon Lacoste-Julien +2

Most set prediction models in deep learning use set-equivariant operations, but they actually operate on multisets. We show that set-equivariant functions cannot represent certain…