A Unified Framework for Unsupervised Action Learning via Global-to-local Motion Transformer

Kim, Boeun, Kim, Jungho, Chang, Hyung Jin, Tae-Hyun Oh
PATTERN RECOGNITION
2025

Attribute-guided Relevance Propagation for interpreting image classifier based on Deep Neural Networks

Seung Ho Han, Ho-Jin Choi
COMPUTER VISION AND IMAGE UNDERSTANDING
2025

Full-body virtual try-on using top and bottom garments with wearing style control

Soonchan Park, Jinah Park
COMPUTER VISION AND IMAGE UNDERSTANDING
2025

LLDiffusion: Learning degradation representations in diffusion models for low-light image enhancement

Wang, Tao, Zhang, Kaihao, Zhang, Yong, Luo, Wenhan, Stenger, Bjorn, Lu, Tong, Kim Tae Kyun, Liu, Wei
PATTERN RECOGNITION
2025

Methodologies and their comparison in complex compound aspect-based sentiment analysis: A survey

Faiz Ghifari Haznitrama, Ho-Jin Choi, Chin-Wan Chung
AI OPEN
2025

STAR: Sea Turtle Basic Activity Recognizer Network via Efficient Transformer

Putro, Muhamad Dwisnanto, Sutrisno, Agung, Manembu, Indri Shelovita, Chun, Il Yong, Tae-Hyun Oh
IEEE ACCESS
2025

SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems

Moon, Ye-Bin, Nam, Hyeon-Woo, Choi, Wonseok, Kim, Nayeong, Kwak, Suha, Tae-Hyun Oh
PATTERN RECOGNITION LETTERS
2025

Toward Interactive Sound Source Localization: Better Align Sight and Sound!

Senocak, Arda, Ryu, Hyeonggon, Kim, Junsik, Tae-Hyun Oh, Pfister, Hanspeter, Chung, Joon Son
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2025

An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination

Kim, Minkyung, Yu, Jongmin, Kim, Junsik, Tae-Hyun Oh, Choi, Jun Kyun
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2024

Are Multi-view Edges Incomplete for Depth Estimation?

Khan, Numair, Min H. Kim, Tompkin, James
INTERNATIONAL JOURNAL OF COMPUTER VISION
2024

CCTV-Informed Human-Aware Robot Navigation in Crowded Indoor Environments

MINCHEUL KIM, Kwon, Youngsun, Sebin Lee, Sung-Eui Yoon
IEEE ROBOTICS AND AUTOMATION LETTERS
2024

ENInst: Enhancing weakly-supervised low-shot instance segmentation

Ye-Bin, Moon, Choi, Dongmin, Kwon, Yongjin, Kim, Junsik, Tae-Hyun Oh
PATTERN RECOGNITION
2024

Energy-Based Domain-Adaptive Segmentation With Depth Guidance

Zhu, Jinjing, Hu, Zhedong, Kim Tae Kyun, Wang, Lin
IEEE ROBOTICS AND AUTOMATION LETTERS
2024

Factorized Multi-Resolution HashGrid for Efficient Neural Radiance Fields: Execution on Edge-Devices

Kim, Jun-Seong, Kim, Mingyu, Kim, Geonu, Tae-Hyun Oh, Kim, Jin-Hwa
IEEE ROBOTICS AND AUTOMATION LETTERS
2024

GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions

Wang, Tao, Zhang, Kaihao, Shao, Ziqian, Luo, Wenhan, Stenger, Bjorn, Lu, Tong, Kim Tae Kyun, Liu, Wei, Li, Hongdong
INTERNATIONAL JOURNAL OF COMPUTER VISION
2024

Impact of Physical Parameters and Vision Data on Deep Learning-Based Grip Force Estimation for Fluidic Origami Soft Grippers

Eojin Rho, Kim, Woongbae, Jungwook Mun, Yu, Sung Yol, Cho, Kyu-Jin, Sungho Jo
IEEE ROBOTICS AND AUTOMATION LETTERS
2024

Improving speech emotion recognition by fusing self-supervised learning and spectral features via mixture of experts

JONGHWAN HYEON, Yung-Hwan Oh, Young-Jun Lee, Ho-Jin Choi
DATA & KNOWLEDGE ENGINEERING
2024

Microphone Pair Training for Robust Sound Source Localization With Diverse Array Configurations

An, Inkyu, GUOYUAN AN, Kim, Taeyoung, Sung-Eui Yoon
IEEE ROBOTICS AND AUTOMATION LETTERS
2024

Multi-stage adaptive rank statistic pruning for lightweight human 3D mesh recovery model

Ryou, Donghun, Youwang, Kim, Tae-Hyun Oh
VISUAL COMPUTER
2024

PISD: A linear complexity distance beats dynamic time warping on time series classification and clustering

Tran, Minh-Tuan, Le, Xuan-May, Huynh, Van-Nam, Sung-Eui Yoon
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2024