Ryota Tanaka
4 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Core AI · Artificial Intelligence
(2)
Machine Learning
(1)
Analysis
(1)
Applications · Computer Vision
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Processing
(1)
Keywords
visual question answering
(3)
document understanding
(2)
document image
(2)
dense retrieval
(1)
instruction tuning
(1)
vision-language model
(1)
multimodal large language model
(1)
self-supervised pretraining
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
multi-image reasoning
(1)
sequence-to-sequence model
(1)
visual document understanding
(1)
numerical reasoning
(1)
evidence selection
(1)
document visual question answering
(1)
visually-rich document
(1)
visual layout modeling
(1)
document image understanding
(1)
visual machine reading comprehension
(1)
Papers
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents
CVPR 2025
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions
AAAI 2024
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images
AAAI 2023
VisualMRC: Machine Reading Comprehension on Document Images
AAAI 2021