Concepedia

Dongyoon Han

DH

45

Publications

9.3K

Citations

27

H-Index

1988

Active since

Affiliations

Naver (South Korea)(Current)

Seoul National University

Korea Advanced Institute of Science and Technology

Yonsei University

Kootenay Association for Science & Technology

Dongyoon Han is an author at Naver (South Korea) specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningComputer ScienceComputer VisionImage AnalysisMachine VisionPattern RecognitionData ScienceComputer Engineering

Publications per year

1988–2023

45

Publications

45

CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features

Sangdoo Yun, Dongyoon Han, Sanghyuk Chun et al. · 2019 · 4.5K citations

Regional Dropout, Convolutional Neural Network, Engineering +20

Character Region Awareness for Text Detection

Youngmin Baek, Bado Lee, Dongyoon Han et al. · 2019 · 1K citations

Engineering, Machine Learning, Text Area +19

Deep Pyramidal Residual Networks

Dongyoon Han, Jiwhan Kim, Junmo Kim · 2017 · 671 citations

Geometric Learning, Convolutional Neural Network, Engineering +17

CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

Sangdoo Yun, Dongyoon Han, Seong Joon Oh et al. · arXiv (Cornell University) · 2019 · 612 citations · Full text

Regional Dropout, Convolutional Neural Network, Engineering +20

What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis

Jeonghun Baek, Geewook Kim, Junyeop Lee et al. · 2019 · 563 citations

Engineering, Machine Learning, Natural Language Processing +20

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