Sujeong Kim

Seoul National University — South Korea

Engineering · Physical Sciences

15h-index992citations52works0.02yr avg
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Research Topics

Evacuation and Crowd Dynamics(13), Anomaly Detection Techniques and Applications(13), Video Surveillance and Tracking Methods(11), Data Visualization and Analytics(4), Human Pose and Action Recognition(4)

Publications52 total

Class Prototypes based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos
arXiv (Cornell University)·2025Open Access
A machine learning model to detect early math content in YouTube videos
Artificial Intelligence in Education·2025Open Access
MCVoxel2MeshNet: Voxel-To-Mesh Generation for Mandibular Canal Segmentation in CBCT
2025
DentalCLIP: Semi-Supervised Contrastive Learning for TMJ Osteoarthritis Diagnosis
2025
Dentaldiff: Diffusion Probabilistic Models for Tumors and Cysts Segmentation in Dental Panoramic Radiographs
2025
1D Network computational fluid dynamics for evaluating regional pressures in subjects with cement dust exposure
Journal of Biomechanics·2025
1D Network Computational Fluid Dynamics for Evaluating Regional Pressures in Subjects with Cement Dust Exposure
SSRN Electronic Journal·2024Open Access
The Relationship between Self-management and Learning Flow in High School Students: Focusing on Mediating Effect of Career Maturity
2023
Human Body Model based ID using Shape and Pose Parameters
arXiv (Cornell University)·2023Open Access
Human Body Model based ID using Shape and Pose Parameters
2023· 1 cited
Class Prototypes based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos
2023· 13 cited
Fine-Grained Classification via Hierarchical Feature Covariance Attention Module
IEEE Access·2023· 8 citedOpen Access
Portrait Shadow Removal using Relighting and Intrinsic Component with Facial shadows
Journal of the Institute of Electronics and Information Engineers·2022
The Will to Know and the Effect of Knowledge-Power in the Discourse on the Use of MBTI by College Students
Korean Journal of Communication & Information·2022
Learning Invariant World State Representations with Predictive Coding
arXiv (Cornell University)·2022Open Access
A learning-based framework for generating 3D building models from 2D images
2022· 3 cited
“How to best say it?” : Translating Directives in Machine Language into Natural Language in the Blocks World
2021
Childcare Work in the Time of the Covid-19 Pandemic: Old Inequalities and New Risks
Issues in Feminism·2021· 1 cited
"How to best say it?" : Translating Directives in Machine Language into Natural Language in the Blocks World
arXiv (Cornell University)·2021Open Access
Towards Explainable Student Group Collaboration Assessment Models Using Temporal Representations of Individual Student Roles
arXiv (Cornell University)·2021· 2 citedOpen Access
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Frequent Co-authors

Dinesh Manocha(17), Aniket Bera(9), Amir Tamrakar(7), Stephen J. Guy(6), Ming C. Lin(5), Anirban Roy(3), Anirudh Som(3), Bladimir Lopez-Prado(3), Svati Dhamija(3), Nonye Alozie(3), Won-Jin Yi(3), Rynson W. H. Lau(2), Karl Hillesland(2), Rohit Gupta(2), Claire Christensen(2), Sarah Gerard(2), Madeline Cincebeaux(2), Ajay Divakaran(2), Todd Grindal(2), Mubarak Shah(2)