Publications (43)
A Global-Local Emebdding Module for Fashion Landmark Detection
Sumin Lee, Sungchan Oh, Chanho Jung +1
Vehicle Suspension Recommendation System: Multi-Fidelity Neural Network-based Mechanism Design Optimization
Sumin Lee, Namwoo Kang
Poverty mapping in Mongolia with AI-based Ger detection reveals urban slums persist after the COVID-19 pandemic
Jeasurk Yang, Sumin Lee, Sungwon Park +2
Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition
Sumin Lee, Sangmin Woo, Muhammad Adi Nugroho +1
Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition
Sumin Lee, Yooseung Wang, Sangmin Woo +1
Interstitially bridged van der Waals interface enabling stacking-fault-free, layer-by-layer epitaxy
GunWoo Yoo, TaeJoon Mo, Yong-Sung Kim +10
Explore-And-Match: Bridging Proposal-Based and Proposal-Free With Transformer for Sentence Grounding in Videos
Sangmin Woo, Jinyoung Park, Inyong Koo +3
Sketch-based Video Object Localization
Sangmin Woo, So-Yeong Jeon, Jinyoung Park +3
Modality Mixer for Multi-modal Action Recognition
Sumin Lee, Sangmin Woo, Yeonju Park +2
Learning to Align Multi-Camera Domains using Part-Aware Clustering for Unsupervised Video Person Re-Identification
Youngeun Kim, Seokeon Choi, Taekyung Kim +2
Accurate, reliable and interpretable solubility prediction of druglike molecules with attention pooling and Bayesian learning
Seongok Ryu, Sumin Lee
Mechanical anisotropy of 3D-printed digital materials at large strains
Seunghwan Lee, Gisoo Lee, Seounghee Yun +3
Learning Multidimensional Urban Poverty Representation with Satellite Imagery
Sungwon Park, Sumin Lee, Jihee Kim +4
NEMESIS: Noise-suppressed Efficient MAE with Enhanced Superpatch Integration Strategy
Kyeonghun Kim, Hyeonseok Jung, Youngung Han +9
Towards a Generalizable AI for Materials Discovery: Validation through Immersion Coolant Screening
Hyunseung Kim, Dae-Woong Jeong, Changyoung Park +11
Reinforcement Learning for Supply Chain Attacks Against Frequency and Voltage Control
Amr S. Mohamed, Sumin Lee, Deepa Kundur
Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition
Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee +4
Towards Good Practices for Missing Modality Robust Action Recognition
Sangmin Woo, Sumin Lee, Yeonju Park +2
I'm Fine, But My Voice Isn't: Cross-Modal Affective Dissonance Detection for Reflective Journaling
Sumin Lee
Missing Pattern Recognized Diffusion Imputation Model for Missing Not At Random
Gyuwon Sim, Sumin Lee, Heesun Bae +5
The Science of the Einstein Telescope
Adrian Abac, Raul Abramo, Simone Albanesi +485
3D Fourier transformation light scattering for reconstructing extend angled resolved light scattering of individual particles
Khoi Phuong Dao, Kyeoreh Lee, Yuri Hong +4
Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts
Sumin Lee, Sungwon Park, Jeasurk Yang +2
Telescope control software and proto-model siderostat for the SDSS-V Local Volume Mapper
Hojae Ahn, Florian Briegel, Jimin Han +19
Multitask Extension of Geometrically Aligned Transfer Encoder
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong +4
Geometric Embedding Alignment via Curvature Matching in Transfer Learning
Sung Moon Ko, Jaewan Lee, Sumin Lee +3
Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery
Jiyeon Kang, Songseong Kim, Chanhui Lee +6
Trajectory-Class-Aware Multi-Agent Reinforcement Learning
Hyungho Na, Kwanghyeon Lee, Sumin Lee +1
MATHENA: Mamba-based Architectural Tooth Hierarchical Estimator and Holistic Evaluation Network for Anatomy
Kyeonghun Kim, Jaehyung Park, Youngung Han +17
ModuLoop : Low-Level Code Generation using Modular Synthesizer and Closed-Loop Debugger for Robotic Control
Gina Yoon, Sumin Lee, Joo Yong Sim
ORCA: ORchestrating Causal Agent
Joanie Hayoun Chung, Sumin Lee, Sungbin Lim
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks
Sung Moon Ko, Sumin Lee, Dae-Woong Jeong +2
LEXIC: Lightweight Eye-tracking eXtension via Injected Complexity
Sumin Lee, Kyeonghun Kim, Subeen Lee +4
Audio-Visual Glance Network for Efficient Video Recognition
Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee +1
SRG: Snippet Relatedness-based Temporal Action Proposal Generator
Hyunjun Eun, Sumin Lee, Jinyoung Moon +3
Modular Mechanism Design Optimization in Large-Scale Systems with Manufacturing Cost Considerations
Sumin Lee, Namwoo Kang
Are You the A-hole? A Fair, Multi-Perspective Ethical Reasoning Framework
Sheza Munir, Ahanaf Rodoshi, Sumin Lee +3
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification
Seokeon Choi, Sumin Lee, Youngeun Kim +2
Deep Generative Model-based Synthesis of Four-bar Linkage Mechanisms with Target Conditions
Sumin Lee, Jihoon Kim, Namwoo Kang
Learning to Discriminate Information for Online Action Detection: Analysis and Application
Sumin Lee, Hyunjun Eun, Jinyoung Moon +4
Task Addition in Multi-Task Learning by Geometrical Alignment
Soorin Yim, Dae-Woong Jeong, Sung Moon Ko +4
Multi-objective Generative Design Framework and Realization for Quasi-serial Manipulator: Considering Kinematic and Dynamic Performance
Sumin Lee, Sunwoong Yang, Namwoo Kang
Scalable Multi-Task Transfer Learning for Molecular Property Prediction
Chanhui Lee, Dae-Woong Jeong, Sung Moon Ko +6