Concepedia

Han‐Gyu Kim

HK

13

Publications

286

Citations

11

H-Index

1997

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Yonsei University

Samsung (South Korea)

Han‐Gyu Kim is an author at Korea Advanced Institute of Science and Technology specializing in engineering, deep learning, and pattern recognition.

Top concepts

EngineeringDeep LearningPattern RecognitionData ScienceComputer ScienceMachine LearningArtificial IntelligenceComputer VisionData AugmentationDeep Neural Networks

Publications per year

1997–2023

13

Publications

13

Controlled dropout: A different approach to using dropout on deep neural network

Byungsoo Ko, Han‐Gyu Kim, Kyo-Joong Oh et al. · 2017 · 38 citations

Artificial Intelligence, Different Approach, Convolutional Neural Network +16

Intrinsic Correlation between Electronic Structure and Degradation: From Few‐Layer to Bulk Black Phosphorus

Minju Kim, Han‐Gyu Kim, Soohyung Park et al. · Angewandte Chemie International Edition · 2018 · 38 citations

Neuregulin 1 up‐regulates the expression of nicotinic acetylcholine receptors through the ErbB2/ErbB3‐<scp>PI</scp>3K‐<scp>MAPK</scp> signaling cascade in adult autonomic ganglion neurons

Han‐Gyu Kim, ChoongKu Lee, Sung Min Cho et al. · Journal of Neurochemistry · 2012 · 32 citations

Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning

Geonmo Gu, Byungsoo Ko, Han‐Gyu Kim · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 31 citations · Full text

Artificial Intelligence, Few-shot Learning, Data Augmentation +15

Controlled dropout: A different dropout for improving training speed on deep neural network

Byungsoo Ko, Han‐Gyu Kim, Ho‐Jin Choi · 2017 · 23 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +16

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