Μηχανική μάθηση και εικονικά περιβάλλοντα για ενίσχυση της ανθρώπινης μάθησης: εφαρμογή στην κατανομή φυσικών πόρων - Nikolaos Barmpalios (2013)

Cross-Domain Document Object Detection: Benchmark Suite and Method. - Kai Li 012; Curtis Wigington; Chris Tensmeyer; Handong Zhao; Nikolaos Barmpalios; Vlad I. Morariu; Varun Manjunatha; Tong Sun 005; Yun Fu 001 (CVPR, 2020)

UniDoc: Unified Pretraining Framework for Document Understanding. - Jiuxiang Gu; Jason Kuen; Vlad I. Morariu; Handong Zhao; Rajiv Jain; Nikolaos Barmpalios; Ani Nenkova; Tong Sun 005 (NeurIPS, 2021)

RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks. - Kai Li 012; Curtis Wigington; Chris Tensmeyer; Vlad I. Morariu; Handong Zhao; Varun Manjunatha; Nikolaos Barmpalios; Yun Fu 001 (CoRR, 2021)

User-Entity Differential Privacy in Learning Natural Language Models. - Phung Lai; NhatHai Phan; Tong Sun 005; Rajiv Jain; Franck Dernoncourt; Jiuxiang Gu; Nikolaos Barmpalios (IEEE Big Data, 2022)

MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. - Zilong Wang 002; Jiuxiang Gu; Chris Tensmeyer; Nikolaos Barmpalios; Ani Nenkova; Tong Sun 005; Jingbo Shang; Vlad I. Morariu (EMNLP, 2022)

Unified Pretraining Framework for Document Understanding. - Jiuxiang Gu; Jason Kuen; Vlad I. Morariu; Handong Zhao; Nikolaos Barmpalios; Rajiv Jain; Ani Nenkova; Tong Sun 005 (CoRR, 2022)

Improving Cross-Domain Detection with Self-Supervised Learning. - Kai Li 012; Curtis Wigington; Chris Tensmeyer; Vlad I. Morariu; Handong Zhao; Varun Manjunatha; Nikolaos Barmpalios; Yun Fu 001 (CVPR Workshops, 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 002; Nikolaos Barmpalios; Anqi Liu; Yixuan Li 001; Tong Sun 005; Ani Nenkova (EMNLP (Findings), 2023)