Web: http://arxiv.org/abs/2110.11323

May 6, 2022, 1:12 a.m. | Zongze Wu, Yotam Nitzan, Eli Shechtman, Dani Lischinski

cs.LG updates on arXiv.org arxiv.org

In this paper, we perform an in-depth study of the properties and
applications of aligned generative models. We refer to two models as aligned if
they share the same architecture, and one of them (the child) is obtained from
the other (the parent) via fine-tuning to another domain, a common practice in
transfer learning. Several works already utilize some basic properties of
aligned StyleGAN models to perform image-to-image translation. Here, we perform
the first detailed exploration of model alignment, also …

analysis applications arxiv cv models

More from arxiv.org / cs.LG updates on arXiv.org

Data Analyst, Patagonia Action Works

@ Patagonia | Remote

Data & Insights Strategy & Innovation General Manager

@ Chevron Services Company, a division of Chevron U.S.A Inc. | Houston, TX

Faculty members in Research areas such as Bayesian and Spatial Statistics; Data Privacy and Security; AI/ML; NLP; Image and Video Data Analysis

@ Ahmedabad University | Ahmedabad, India

Director, Applied Mathematics & Computational Research Division

@ Lawrence Berkeley National Lab | Berkeley, Ca

Business Data Analyst

@ MainStreet Family Care | Birmingham, AL

Assistant/Associate Professor of the Practice in Business Analytics

@ Georgetown University McDonough School of Business | Washington DC