We apply techniques from continual learning to the problem of selective forgetting in deep generative models. Our method, dubbed Selective Amnesia, allows users to remap undesired concepts to user-defined ones.
Singapore Google Scholar
Physicist in my past life, generative modeling in my current!
We extend gradient flow methods to a variety of high-quality image synthesis tasks using a novel density ratio learning method.