Concepedia

Minguk Kang

MK

Statistics

Publications

6

Citations

546

H-Index

6

Active since

2019

Affiliations

Pohang University of Science and Technology(Current)

Minguk Kang is an author at Pohang University of Science and Technology specializing in data science, computer science, and engineering.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningComputer VisionSynthetic Image GenerationImage AnalysisGenerative ModelsMachine Translation

Publications per year

2019–2023

6

Publications

6

Scaling up GANs for Text-to-Image Synthesis

Minguk Kang, Jun-Yan Zhu, Richard Zhang et al. · 2023 · 341 citations

Engineering, Machine Learning, Generative System +16

ContraGAN: Contrastive Learning for Conditional Image Generation

Minguk Kang, Jaesik Park · arXiv (Cornell University) · 2020 · 77 citations · Full text

Artificial Intelligence, Image Analysis, Machine Learning +14

StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis

Minguk Kang, Joonghyuk Shin, Jaesik Park · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 54 citations

Gan Architectures, Image Analysis, Machine Learning +14

Learning-Based Anomaly Detection and Monitoring for Swarm Drone Flights

Hyojung Ahn, Han‐Lim Choi, Minguk Kang et al. · Applied Sciences · 2019 · 43 citations · Full text

Swarm Drone Flights, Anomaly Detection, Machine Learning +12

Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training

Minguk Kang, Woohyeon Shim, Minsu Cho et al. · arXiv (Cornell University) · 2021 · 18 citations · Full text

Generative System, Engineering, Machine Learning +12

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