Set Prediction without Imposing Structure as Conditional Density Estimation

David W. Zhang, Gertjan J. Burghouts, Cees G. M. Snoek

Set prediction is about learning to predict a collection of unordered variables with unknown interrelations. Training such models with set losses imposes the structure of a metric…