Concepedia

Duhyeon Bang

DB

Statistics

Publications

6

Citations

179

H-Index

6

Active since

2018

Affiliations

Yonsei University(Current)

SK Group (South Korea)

Duhyeon Bang is an author at Yonsei University specializing in computer vision, image analysis, and engineering.

Top concepts

EngineeringImage AnalysisComputer VisionMachine LearningDeep LearningSynthetic Image GenerationComputer ScienceGenerative ModelsPattern RecognitionInverse Problems

Publications per year

2018–2021

6

Publications

6

MGGAN: Solving Mode Collapse Using Manifold-Guided Training

Duhyeon Bang, Hyunjung Shim · 2021 · 58 citations

Image Analysis, Machine Learning, Data Science +15

GridMix: Strong regularization through local context mapping

Kyungjune Baek, Duhyeon Bang, Hyunjung Shim · Pattern Recognition · 2020 · 34 citations

Local Context Mapping, Geometric Learning, Image Analysis +9

MGGAN: Solving Mode Collapse using Manifold Guided Training

Duhyeon Bang, Hyunjung Shim · arXiv (Cornell University) · 2018 · 31 citations · Full text

Engineering, Machine Learning, Manifold Modeling +17

Distilling from professors: Enhancing the knowledge distillation of teachers

Duhyeon Bang, Jongwuk Lee, Hyunjung Shim · Information Sciences · 2021 · 23 citations

Teacher Education, Faculty Issue, Knowledge Distillation +4

Improved Training of Generative Adversarial Networks Using Representative Features

Duhyeon Bang, Hyunjung Shim · International Conference on Machine Learning · 2018 · 18 citations

Image Analysis, Machine Learning, Visual Quality +12

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