A Non-Adversarial Approach to Idempotent Generative Modelling

Mohammed Al-Jaff, Giovanni Luca Marchetti, Michael C Welle +5

Idempotent Generative Networks (IGNs) are deep generative models that also function as local data manifold projectors, mapping arbitrary inputs back onto the manifold. They are tra…