Deep Generative Models with Hard Linear Equality Constraints

Ruoyan Li, Dipti Ranjan Sahu, Guy Van den Broeck +1

While deep generative models~(DGMs) have demonstrated remarkable success in capturing complex data distributions, they consistently fail to learn constraints that encode domain kno…