Concepedia

Gihyun Kwon

GK

9

Publications

553

Citations

9

H-Index

2019

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Korea Institute of Science & Technology Information

Korea Institute of Science and Technology

Gihyun Kwon is an author at Korea Advanced Institute of Science and Technology specializing in deep learning, image analysis, and computer vision.

Top concepts

EngineeringDeep LearningImage AnalysisComputer VisionMachine LearningMachine VisionPattern RecognitionMedical Image ComputingBiometricsMachine Translation

Publications per year

2019–2024

9

Publications

9

CLIPstyler: Image Style Transfer with a Single Text Condition

Gihyun Kwon, Jong Chul Ye · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 216 citations

Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks

Chanyong Jung, Gihyun Kwon, Jong Chul Ye · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 100 citations

Engineering, Machine Learning, Multimodal Learning +22

Progressive Face Super-Resolution via Attention to Facial Landmark

Deokyun Kim, Minseon Kim, Gihyun Kwon et al. · arXiv (Cornell University) · 2019 · 93 citations · Full text

Engineering, Machine Learning, Biometrics +16

Diffusion-based Image Translation using Disentangled Style and Content Representation

Gihyun Kwon, Jong Chul Ye · arXiv (Cornell University) · 2022 · 46 citations · Full text

Natural Language Processing, Original Content, Multimodal Llm +14

One-Shot Adaptation of GAN in Just One CLIP

Gihyun Kwon, Jong Chul Ye · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 36 citations

Machine Vision, Machine Learning, Image Analysis +12

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