Derek Greene
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(19)
Top co-authors
Research topics
Deep Learning
(5)
Computer Vision
(4)
Machine Learning
(3)
Domain-Specific
(3)
Learning Types · Deep Learning
(3)
Processing
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Keywords
optical character recognition
(3)
synthetic data
(2)
character error rate
(2)
text correction
(2)
explainable ai
(2)
post-ocr correction
(2)
test-time adaptation
(1)
image synthesis
(1)
weak supervision
(1)
deep learning
(1)
synthetic data generation
(1)
human-computer interaction
(1)
image processing
(1)
low-resource language
(1)
counterfactual explanation
(1)
document image restoration
(1)
historical document
(1)
text extraction
(1)
text processing
(1)
human-machine interaction
(1)
Papers
PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy
ACL 2025
Advancing Post-OCR Correction: A Comparative Study of Synthetic Data
ACL 2024
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint)
AAAI 2024
Effective Synthetic Data and Test-Time Adaptation for OCR Correction
EMNLP 2024
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification
ACL 2022