Kulbhushan Pachauri

FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding

In this work, we propose Few Shot Domain Adapting Graph (FS-DAG), a scalable and efficient model architecture for visually rich document understanding (VRDU) in few-shot settings. FS-DAG leverages domain-specific and language/vision specific backbones within a modular framework to adapt to diverse d…