Nikolaos Barmpalios

According to our database, Nikolaos Barmpalios authored at least 9 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Critical Analysis of Document Out-of-Distribution Detection.

Jiuxiang Gu, Yifei Ming, Yi Zhou, Jason Kuen, Vlad I. Morariu, Handong Zhao, Ruiyi Zhang, Nikolaos Barmpalios, Anqi Liu, Yixuan Li, Tong Sun, Ani Nenkova

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Improving Cross-Domain Detection with Self-Supervised Learning.

Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Unified Pretraining Framework for Document Understanding.

Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Nikolaos Barmpalios, Rajiv Jain, Ani Nenkova, Tong Sun

CoRR, 2022

MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding.

Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

User-Entity Differential Privacy in Learning Natural Language Models.

Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios

Proceedings of the IEEE International Conference on Big Data, 2022

2021

RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks.

Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

CoRR, 2021

UniDoc: Unified Pretraining Framework for Document Understanding.

Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Rajiv Jain, Nikolaos Barmpalios, Ani Nenkova, Tong Sun

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Cross-Domain Document Object Detection: Benchmark Suite and Method.

Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2013

Μηχανική μάθηση και εικονικά περιβάλλοντα για ενίσχυση της ανθρώπινης μάθησης: εφαρμογή στην κατανομή φυσικών πόρων

Nikolaos Barmpalios

PhD thesis, 2013