AI RESEARCH

Adversarial Flow Models

arXiv CS.CV

ArXi:2511.22475v2 Announce Type: replace-cross We present adversarial flow models, a class of generative models that belongs to both the adversarial and flow families. Our method s native one-step and multi-step generation and is trained with an adversarial objective. Unlike traditional GANs, in which the generator learns an arbitrary transport map between the noise and data distributions, our generator is encouraged to.