Nikolaos Barmpalios
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
document understanding
(2)
multimodal learning
(2)
self-supervised learning
(1)
cross-domain learning
(1)
document layout analysis
(1)
hierarchical representation
(1)
hierarchical structure
(1)
out-of-distribution detection
(1)
parameter-efficient adaptation
(1)
cross-modal attention
(1)
parameter-efficient adapter
(1)
multimodal embedding
(1)
spatial information
(1)
visual language model
(1)
multimodal information
(1)
spatial-aware adapter
(1)
document image
(1)
document image understanding
(1)
document object detection
(1)
feature pyramid alignment
(1)
Papers
A Critical Analysis of Document Out-of-Distribution Detection
EMNLP 2023
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding
EMNLP 2022
UniDoc: Unified Pretraining Framework for Document Understanding
NeurIPS 2021
Cross-Domain Document Object Detection: Benchmark Suite and Method
CVPR 2020