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.
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
Additive Angular Margin for Few Shot Learning to Classify Clinical Endoscopy Images
Ali, Sharib, Bhattarai, Binod, Kim Tae Kyun, Rittscher, Jens
11th International Workshop on Machine Learning in Medical Imaging, MLMI 2020, held in conjunction with the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2020
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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Evaluating Surprise Adequacy for Question Answering
Seah Kim, Shin Yoo
42nd IEEE/ACM International Conference on Software Engineering Workshops, ICSEW 2020
2020
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
Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea
김민석, Junhyeok Kang, Kim, Doyoung, Song, Hwanjun, Min, Hyangsuk, Nam, Youngeun, Park. D, Lee Jae-Gil
26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2020
2020
Human Activity Recognition Using Semi-supervised Multi-modal DEC for Instagram Data
Kim, Dongmin, Han, Sumin, Son, Heesuk, Dongman Lee
24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020
2020
Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification
SUNGWON HAN, Sungwon, Park, Park, S, Sundong, Kim, Meeyoung Cha
16th European Conference on Computer Vision, ECCV 2020
2020
Online coverage and inspection planning for 3D modeling
Soohwan Song, Daekyum Kim, Sungho Jo
AUTONOMOUS ROBOTS
2020
Simultaneous planning of sampling and optimization: study on lazy evaluation and configuration free space approximation for optimal motion planning algorithm
Donghyuk Kim, Sung-Eui Yoon
AUTONOMOUS ROBOTS
2020
TORM: Fast and Accurate Trajectory Optimization of Redundant Manipulator given an End-Effector Path
Mincheul Kang, Heechan Shin, Donghyuk Kim, Sung-Eui Yoon
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
2020
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