… Conversely, our personalized prior is learned from a few images of Michelle Obama. Left …
MyStyle, a personalized deep generative prior trained with a few shots of an individual. MyStyle …

… a personalized generative prior with explicit control over a set of attributes. We build upon
MyStyle, a … However, MyStyle does not demonstrate precise control over the attributes of the …

… DiffusionRig that learns a personal prior from a set of personal album of the person, MyStyle
[32] … Still, using these buffers, we can “rig” our generative model in a disentangled, physically …

… video and learns a personalized video prior, which allows … Many of these approaches rely
on learning a 3D generative prior, thus … stage has two differences from MyStyle [NAH*22]. First, …

… the generative … a personalized prior with the pre-trained generative model was first researched
on GANs [2, 66, 56, 6]. Based on pivotal tuning [66], MyStyle [51] learns the domain prior …

… Despite the significant advances in face generative models, … to ours are MyStyle and the
diffusion-based personalization … to be trained with a prior regularization loss to fight against the …

… As a result, we obtain a personalized lip-sync generative … • We present StyleLipSync, a
lip-sync video generative model which … lip prior since we aim to build a lip-sync video generative …

… Personalization of Generative Models Personalized generation aims to create varied … -tunes
StyleGAN with around 100 images for a personalized generative prior. Casanova et al. [6] …

… , we propose to learn a personalized generative prior, which is … to construct the personalized
generative prior based on a … Mystyle: A personalized generative prior. arXiv preprint arXiv:…

… a generative model to capture the demonstrated stylistic difference. Our goal is to customize
a pre-trained generative … Prior works on model customization/personalization [18,43,71] take …