A Self-Supervised Learning of a Foundation Model for Analog Layout Design Automation

Sungyu Jeong, Won Joon Choi, Junung Choi +2

We propose a UNet-based foundation model and its self-supervised learning method to address two key challenges: 1) lack of qualified annotated analog layout data, and 2) excessive…