Taichi Iki
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Machine Learning
(1)
Analysis
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Vision
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
multimodal learning
(2)
zero-shot learning
(1)
visual question answering
(1)
document understanding
(1)
natural language understanding
(1)
dense retrieval
(1)
instruction tuning
(1)
receptive field
(1)
feature fusion
(1)
vision-language model
(1)
multimodal large language model
(1)
self-supervised pretraining
(1)
retrieval-augmented generation
(1)
visual feature
(1)
referring expression comprehension
(1)
visual document understanding
(1)
feature pyramid
(1)
linguistic feature
(1)
vision-and-language model
(1)
glue benchmark
(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
Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models
EMNLP 2021
Language-Conditioned Feature Pyramids for Visual Selection Tasks
EMNLP 2020