Directions
Human-centric AI is emerging as a very important field of AI research. We look into how users interact with AI systems, how people can contribute to datasets and other aspects of machine learning and AI system development, as well as how AI can impact humans and society.
Domain Transformation for PMMA-Inserted Vertebral Body Segmentation
Minyoung Park, Jinah Park
Journal of Computing Science and Engineering
2022
GraphDistNet: A Graph-Based Collision-Distance Estimator for Gradient-Based Trajectory Optimization
김예승, JinWoo Kim, Park Daehyung
IEEE ROBOTICS AND AUTOMATION LETTERS
2022
Maximization and Restoration: Action Segmentation through Dilation Passing and Temporal Reconstruction
Junyong Park, Daekyum Kim, Sejoon Huh, Sungho Jo
PATTERN RECOGNITION
2022
Semantic Grasping via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach
Ji Ho Kwak, Jaejun Lee, Whang Joyce Jiyoung, Sungho Jo
IEEE ROBOTICS AND AUTOMATION LETTERS
2022
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Separation-free bacterial identification in arbitrary media via deep neural network-based SERS analysis
Eojin Rho, Kim, Minjoon, Cho, Seunghee, Choi Bongjae, Park, Hyungjoon, Jang, Hanhwo, Jung, Yeon Sik, Sungho Jo
BIOSENSORS & BIOELECTRONICS
2022
VACS: 패션 객체 영역 분할 기법을 통한 가상 착용 기술 아티팩트 보정 시스템
박원정, 정유진, 박순찬, 박진아
정보과학회논문지
2022
삼차원 표면 강화 모듈과 학습 가능한 전처리 기법을 통한 엔드 투 엔드 척추체 CT 이미지 분할 네트워크
강인하, 조지훈, 박진아
정보과학회 컴퓨팅의 실제 논문지
2022
A survey on deep learning-based Monte Carlo denoising
Huo, Yuchi, Sung-Eui Yoon
COMPUTATIONAL VISUAL MEDIA
2021
Combined center dispersion loss function for deep facial expression recognition
ABHILASHA NANDA, Woobin Im, Key-Sun CHOI, Hyun S. Yang
PATTERN RECOGNITION LETTERS
2021
Deep Regression Network-Assisted Efficient Streamline Generation Method
Joong Youn Lee, Jinah Park
IEEE ACCESS
2021
Finding epic moments in live content through deep learning on collective decisions
HyeonHo Song, Park, Kunwoo, Meeyoung Cha
EPJ DATA SCIENCE
2021
Instant Panoramic Texture Mapping with Semantic Object Matching for Large-Scale Urban Scene Reproduction
Park, J, Jeon, Ik-Beom, Sung-Eui Yoon, Woo, W
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
2021
Learning to Detect Incongruence in News Headline and Body Text via a Graph Neural Network
Yoon, Seunghyun, Park, Kunwoo, Lee, Minwoo, Kim, Taegyun, Meeyoung Cha, Jung, Kyomin
IEEE ACCESS
2021
Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction
Cho, In-Young, Huo, Yuchi, Sung-Eui Yoon
ACM TRANSACTIONS ON GRAPHICS
2021
자기지도학습으로 추론된 특징을 이용한 CT 영상의 보간 방법
Lim, Joowon, 박진아
정보과학회논문지
2021
Active robot-assisted feeding with a general-purpose mobile manipulator: Design, evaluation, and lessons learned
Park Daehyung, Hoshi, Yuuna, Mahajan, Harshal P., Kim, Ho Keun, Erickson, Zackory, Rogers, Wendy A., Kemp, Charles C.
ROBOTICS AND AUTONOMOUS SYSTEMS
2020
Data augmentation method for improving the accuracy of human pose estimation with cropped images
Soonchan Park, Lee, Sang-baek, Jinah Park
PATTERN RECOGNITION LETTERS
2020
Deep Physiological Affect Network for the Recognition of Human Emotions
BYUNG HYUNG KIM, Sungho Jo
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING
2020
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FourEyes: Leveraging Tool Diversity as a Means to Improve Aggregate Accuracy in Crowdsourcing
Song, Jean Y., Fok, Raymond, Juho Kim, Lasecki, Walter S.
ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS
2020
Online coverage and inspection planning for 3D modeling
Soohwan Song, Daekyum Kim, Sungho Jo
AUTONOMOUS ROBOTS
2020