Concepedia

Hyunjung Shim

HS

46

Publications

2.1K

Citations

23

H-Index

2006

Active since

Affiliations

Yonsei University(Current)

Naver (South Korea)

Korea Advanced Institute of Science and Technology

Sungkyunkwan University

Sogang University

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

Top concepts

EngineeringImage AnalysisComputer VisionMachine LearningMachine VisionDeep LearningPattern RecognitionComputer ScienceObject DetectionData Science

Publications per year

2006–2024

46

Publications

46

Attention-Based Dropout Layer for Weakly Supervised Object Localization

Junsuk Choe, Hyunjung Shim · 2019 · 390 citations

Machine Vision, Image Analysis, Machine Learning +14

Evaluating Weakly Supervised Object Localization Methods Right

Junsuk Choe, Seong Joon Oh, Seungho Lee et al. · 2020 · 184 citations

Few-shot Learning, Localization Models, Image Analysis +14

Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation

Junsuk Choe, Seungho Lee, Hyunjung Shim · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 115 citations

Scene Analysis, Engineering, Machine Learning +16

Rethinking the Truly Unsupervised Image-to-Image Translation

Kyungjune Baek, Yunjey Choi, Youngjung Uh et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 113 citations

Structured Prediction, Engineering, Machine Learning +18

A performance comparison of convolutional neural network‐based image denoising methods: The effect of loss functions on low‐dose CT images

Byeongjoon Kim, Minah Han, Hyunjung Shim et al. · Medical Physics · 2019 · 92 citations · Full text

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