Concepedia

Donggyu Joo

DJ

Statistics

Publications

7

Citations

1.9K

H-Index

7

Active since

2017

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Kootenay Association for Science & Technology

Donggyu Joo is an author at Korea Advanced Institute of Science and Technology specializing in deep learning, machine learning, and engineering.

Top concepts

EngineeringDeep LearningMachine LearningComputer VisionComputer ScienceImage AnalysisData ScienceMachine VisionGeometry ModelingDeep Neural Networks

Publications per year

2017–2022

7

Publications

7

A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning

Junho Yim, Donggyu Joo, Ji‐Hoon Bae et al. · 2017 · 1.6K citations

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth

Doyeon Kim, Pyungwhan Ahn, Donggyu Joo et al. · arXiv (Cornell University) · 2022 · 78 citations · Full text

Global-local Path Networks, Convolutional Neural Network, Engineering +18

TiVGAN: Text to Image to Video Generation With Step-by-Step Evolutionary Generator

Doyeon Kim, Donggyu Joo, Junmo Kim · IEEE Access · 2020 · 70 citations · Full text

Natural Language Processing, Engineering, Machine Learning +12

Continual Learning With Extended Kronecker-Factored Approximate Curvature

Janghyeon Lee, Hyeong Gwon Hong, Donggyu Joo et al. · 2020 · 52 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Generating a Fusion Image: One's Identity and Another's Shape

Donggyu Joo, Doyeon Kim, Junmo Kim · 2018 · 44 citations

Novel Image, Engineering, Machine Learning +19

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