Nikolaos Barmpalios

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Supervised Learning

Document Understanding

Differential Privacy

Top Venues

EMNLP (Findings)

Publications

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
A Critical Analysis of Document Out-of-Distribution Detection. EMNLP (Findings) (2023)
Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu
Improving Cross-Domain Detection with Self-Supervised Learning. CVPR Workshops (2023)
Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Nikolaos Barmpalios, Rajiv Jain, Ani Nenkova, Tong Sun
Unified Pretraining Framework for Document Understanding. CoRR (2022)
Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios
User-Entity Differential Privacy in Learning Natural Language Models. Big Data (2022)
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. EMNLP (2022)
Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios
User-Entity Differential Privacy in Learning Natural Language Models. CoRR (2022)
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. CoRR (2022)
Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu
RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks. CoRR (2021)
Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Rajiv Jain, Nikolaos Barmpalios, Ani Nenkova, Tong Sun
UniDoc: Unified Pretraining Framework for Document Understanding. NeurIPS (2021)
Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu
Cross-Domain Document Object Detection: Benchmark Suite and Method. CVPR (2020)
Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu
Cross-Domain Document Object Detection: Benchmark Suite and Method. CoRR (2020)