Directions
Current AI technology is based on various foundational technologies, including machine learning, data mining, and big data analysis, and is deployed in real life through applications such as information retrieval, recommender systems, natural language processing, computer vision, and robotics.
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
DGC: Dynamic Group Behavior Modeling that utilizes Context Information for Group Recommendation
Hyunji Jeong, Kwang Hee Lee, Myoung Ho Kim
KNOWLEDGE-BASED SYSTEMS
2021
I/O Efficient Structural Clustering and Maintenance of Clusters for Large-scale Graphs
Junghyuk Seo, Myoung Ho Kim
EXPERT SYSTEMS WITH APPLICATIONS
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
Multiview Variational Deep Learning With Application to Practical Indoor Localization
Kim, Minseuk, Dongsoo Han, 이준구
IEEE INTERNET OF THINGS JOURNAL
2021
Unsupervised View-Selective Deep Learning for Practical Indoor Localization Using CSI
Dongsoo Han, Kim, Minseuk, 이준구
IEEE SENSORS JOURNAL
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
Crowdsourcing in the Development of a Multilingual FrameNet: A Case Study of Korean FrameNet
Young Gyun Hahm, Noh, Y, Han, Jiyoon, Oh, Taehwan, Choi, Hyonsu, Kim, Hansaem, Key-Sun CHOI
12th Edition of its Language Resources and Evaluation Conference (LREC 2020)
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
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
Online coverage and inspection planning for 3D modeling
Soohwan Song, Daekyum Kim, Sungho Jo
AUTONOMOUS ROBOTS
2020
Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning
Garcia-Hernando, Guillermo, Johns, Edward, Kim Tae Kyun
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2020
Residual Neural Processes
Lee, Byung-Jun, seunghoon.hong, Kee-Eung Kim
34th AAAI Conference on Artificial Intelligence (AAAI 2020)
2020
SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation
Sungmin Kang, Feldt, Robert, Shin Yoo
42nd IEEE/ACM International Conference on Software Engineering Workshops, ICSEW 2020
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
Single Image Reflection Removal With Physically-Based Training Images
Soomin Kim, Yuchi Hou, Sung-Eui Yoon
Conference on Computer Vision and Pattern Recognition (CVPR)
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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Utilizing adjacency of colleagues and type correlations for enhanced link prediction
Hyunji Jeong, Myoung Ho Kim
DATA & KNOWLEDGE ENGINEERING
2020