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Nikolaos Barmpalios
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2020 – today
- 2023
- [c6]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: 4746-4755 - [c5]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: 4973-4999 - 2022
- [c4]Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios:
User-Entity Differential Privacy in Learning Natural Language Models. IEEE Big Data 2022: 1465-1474 - [c3]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: 3984-3993 - [i5]Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Nikolaos Barmpalios, Rajiv Jain, Ani Nenkova, Tong Sun:
Unified Pretraining Framework for Document Understanding. CoRR abs/2204.10939 (2022) - [i4]Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios:
User-Entity Differential Privacy in Learning Natural Language Models. CoRR abs/2211.01141 (2022) - [i3]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 abs/2211.14958 (2022) - 2021
- [c2]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: 39-50 - [i2]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 abs/2104.08689 (2021) - 2020
- [c1]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: 12912-12921 - [i1]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 abs/2003.13197 (2020)
2010 – 2019
- 2013
- [b1]Nikolaos Barmpalios:
Μηχανική μάθηση και εικονικά περιβάλλοντα για ενίσχυση της ανθρώπινης μάθησης: εφαρμογή στην κατανομή φυσικών πόρων. University of Thessaly, Greece, 2013
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