Hyunjung Shim

Hyunjung Shim

Yonsei University

H-index: 23

Asia-South Korea

About Hyunjung Shim

Hyunjung Shim, With an exceptional h-index of 23 and a recent h-index of 20 (since 2020), a distinguished researcher at Yonsei University, specializes in the field of Computer vision, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels

Memory-Efficient Personalization using Quantized Diffusion Model

Comparative Study on the Immunogenicity of COVID-19 mRNA Vaccines in Patients Receiving Adjuvant and Palliative Chemotherapy

Weakly Supervised Semantic Segmentation for Driving Scenes

Local Expert Diffusion Models for Efficient Training in Denoising Diffusion Probabilistic Models

Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing

Weakly supervised semantic segmentation device and method based on pseudo-masks

Saliency as pseudo-pixel supervision for weakly and semi-supervised semantic segmentation

Hyunjung Shim Information

University

Position

Associate Professor

Citations(all)

2200

Citations(since 2020)

1913

Cited By

679

hIndex(all)

23

hIndex(since 2020)

20

i10Index(all)

39

i10Index(since 2020)

34

Email

University Profile Page

Yonsei University

Google Scholar

View Google Scholar Profile

Hyunjung Shim Skills & Research Interests

Computer vision

machine learning

Top articles of Hyunjung Shim

Title

Journal

Author(s)

Publication Date

Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels

arXiv preprint arXiv:2401.12535

Seungho Lee

Seoungyoon Kang

Hyunjung Shim

2024/1/23

Memory-Efficient Personalization using Quantized Diffusion Model

arXiv preprint arXiv:2401.04339

Hyogon Ryu

Seohyun Lim

Hyunjung Shim

2024/1/9

Comparative Study on the Immunogenicity of COVID-19 mRNA Vaccines in Patients Receiving Adjuvant and Palliative Chemotherapy

Chonnam Medical Journal

Hyun-Woo Choi

Younggon Jung

Uh Jin Kim

Sang-Cheol Lee

Jung Hye Kwon

...

2024/1

Weakly Supervised Semantic Segmentation for Driving Scenes

Proceedings of the AAAI Conference on Artificial Intelligence

Dongseob Kim

Seungho Lee

Junsuk Choe

Hyunjung Shim

2024/3/24

Local Expert Diffusion Models for Efficient Training in Denoising Diffusion Probabilistic Models

Seoungyoon Kang

Yunji Jung

Hyunjung Shim

2024/2/21

Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing

arXiv preprint arXiv:2402.08601

Yunji Jung

Seokju Lee

Tair Djanibekov

Hyunjung Shim

Jongchul Ye

2024/2/13

Weakly supervised semantic segmentation device and method based on pseudo-masks

2023/10/24

Saliency as pseudo-pixel supervision for weakly and semi-supervised semantic segmentation

IEEE transactions on pattern analysis and machine intelligence

Minhyun Lee

Seungho Lee

Jongwuk Lee

Hyunjung Shim

2023/5/8

Entropy regularization for weakly supervised object localization

Pattern Recognition Letters

Dongjun Hwang

Jung-Woo Ha

Hyunjung Shim

Junsuk Choe

2023/5/1

TADA: Timestep-Aware Data Augmentation for Diffusion Models

NaHyeon Park

Kunhee Kim

Song Park

Jung-Woo Ha

Hyunjung Shim

2023/10/13

Utilization of an attentive map to preserve anatomical features for training convolutional neural‐network‐based low‐dose CT denoiser

Medical physics

Minah Han

Hyunjung Shim

Jongduk Baek

2023/5

F2RPC: Fake to Real Portrait Control from a Virtual Character

IEEE Access

Seoungyoon Kang

Minjae Kim

Hyunjung Shim

2023/8/21

CoMix: Collaborative filtering with mixup for implicit datasets

Information Sciences

Jaewan Moon

Yoonki Jeong

Dong-Kyu Chae

Jaeho Choi

Hyunjung Shim

...

2023/5/1

Your lottery ticket is damaged: Towards all-alive pruning for extremely sparse networks

Information Sciences

Daejin Kim

Min-Soo Kim

Hyunjung Shim

Jongwuk Lee

2023/7/1

Forging Tokens for Improved Storage-efficient Training

arXiv preprint arXiv:2312.10105

Minhyun Lee

Song Park

Byeongho Heo

Dongyoon Han

Hyunjung Shim

2023/12/15

HybridMatch: Semi-Supervised Facial Landmark Detection via Hybrid Heatmap Representations

IEEE Access

Seoungyoon Kang

Minhyun Lee

Minjae Kim

Hyunjung Shim

2023/3/14

Cell Segmentation in Multi-modality High-Resolution Microscopy Images with Cellpose

Kwanyoung Lee

Hyungjo Byun

Hyunjung Shim

2023/6/4

Polyethylene glycol derivative, composition comprising same, and method for preparing bioactive polypeptide conjugate by using same

2023/11/9

Threshold matters in wsss: Manipulating the activation for the robust and accurate segmentation model against thresholds

Minhyun Lee

Dongseob Kim

Hyunjung Shim

2022

Evaluation for weakly supervised object localization: Protocol, metrics, and datasets

IEEE transactions on pattern analysis and machine intelligence

Junsuk Choe

Seong Joon Oh

Sanghyuk Chun

Seungho Lee

Zeynep Akata

...

2022/4/25

See List of Professors in Hyunjung Shim University(Yonsei University)

Co-Authors

H-index: 73
Tsuhan Chen

Tsuhan Chen

National University of Singapore

H-index: 42
Zeynep Akata

Zeynep Akata

Eberhard Karls Universität Tübingen

H-index: 25
Jae-Young Sim

Jae-Young Sim

Ulsan National Institute of Science and Technology

H-index: 21
Jongwuk Lee

Jongwuk Lee

Sungkyunkwan University

H-index: 17
jongduk baek

jongduk baek

Yonsei University

H-index: 9
Bado Lee

Bado Lee

Seoul National University

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