Rethinking Pretraining for Specialized Design Data: Evidence from the JONES-19 Cultural Design Dataset

Alexandros Haridis, Charles Zhou

Design and architectural archives encode expert human knowledge in graphical formats, providing a critical testbed for design-inspired Machine Learning (ML) challenges absent with…