Deep Perm-Set Net: Learn to predict sets with unknown permutation and cardinality using deep neural networks

S. Hamid Rezatofighi, Roman Kaskman, Farbod T. Motlagh +4

Many real-world problems, e.g. object detection, have outputs that are naturally expressed as sets of entities. This creates a challenge for traditional deep neural networks which…