Joint inference and input optimization in equilibrium networks

Swaminathan Gurumurthy, Shaojie Bai, Zachary Manchester +1

Many tasks in deep learning involve optimizing over the \emph{inputs} to a network to minimize or maximize some objective; examples include optimization over latent spaces in a gen…