Documentnet: Bridging the data gap in document pre-training

L Yu, J Miao, X Sun, J Chen… - Proceedings of the …, 2023 - aclanthology.org
Document understanding tasks, in particular, Visually-rich Document Entity Retrieval
(VDER), have gained significant attention in recent years thanks to their broad applications …

Document Entity Retrieval with Massive and Noisy Pre-training

L Yu, J Miao, X Sun, J Chen, AG Hauptmann… - arXiv preprint arXiv …, 2023 - arxiv.org
Visually-Rich Document Entity Retrieval (VDER) is a type of machine learning task that aims
at recovering text spans in the documents for each of the entities in question. VDER has …

Hierarchical, informed and robust machine learning for surgical tool management

MW Rodrigues - 2023 - researchcommons.waikato.ac.nz
This thesis focuses on the development of a computer vision and deep learning based
system for the intelligent management of surgical tools. The work accomplished included the …