Directions
AI 기술은 일상생활에서의 크고 작은 혁신을 만들어나가고 있다. 현재의 AI 기술은 기계학습, 데이터 마이닝, 빅데이터 분석 등의 다양한 기반 기술을 기반으로 이루어졌으며, 정보 검색, 추천 시스템, 자연어 처리, 컴퓨터 비전, 로보틱스 등의 다양한 애플리케이션을 통해 실생활에서 활용되고 있다.
2022
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Bayesian inductive learning in group recommendations for seen and unseen groups
Kwang Hee Lee, Myoung Ho Kim
INFORMATION SCIENCES
2022[]
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Exploring the Repetition Problem in Empathetic Dialogue Generative Model
Young-Jun Lee, Ho-Jin Choi
IEEE International Conference on Big Data and Smart Computing (BigComp)
2022[]
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HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea
Haneul Yoo, Jiho Jin, Son, Juhee, Bak, JinYeong, Cho, Kyunghyun, Alice Oh
2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics
2022[]
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Maximization and Restoration: Action Segmentation through Dilation Passing and Temporal Reconstruction
Junyong Park, Daekyum Kim, Sejoon Huh, Sungho Jo
PATTERN RECOGNITION
2022 -
Meta-Learning for Online Update of Recommender Systems
김민석, Song, H, 신유주, Park. D, Shin, Kijung, Lee Jae-Gil
36th AAAI Conference on Artificial Intelligence, AAAI 2022
2022[]
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Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders
Uy, Mikaela Angelina, Chang, Yen-Yu, Sung Minhyuk, Goel, Purvi, Lambourne, Joseph, Birdal, Tolga, Guibas, Leonidas
IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022
2022[]
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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 -
Sign Language Production With Avatar Layering: A Critical Use Case over Rare Words
Jung-Ho Kim, Euijun Hwang, Sukmin Cho, Lee, Du Hui, Jong C. Park
The 13th Conference on Language Resources and Evaluation (LREC 2022)
2022[]
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고차 그래프 뉴럴 네트워크를 활용한 이질형 그래프에서의 링크 예측
안성진, 김명호
정보과학회 컴퓨팅의 실제 논문지
2022 -
노드와 링크간의 상호작용을 동시에 반영한 그래프 어텐션 네트워크 기반 지식 그래프 임베딩
김준선, 김명호
정보과학회 논문지
2022 2021
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A survey on deep learning-based Monte Carlo denoising
Huo, Yuchi, Sung-Eui Yoon
COMPUTATIONAL VISUAL MEDIA
2021 -
An experimental study to understand user experience and perception bias occurred by fact-checking messages
Park, Sungkyu, Park, Jaimie Yejean, Chin,Hyojin, Kang, Jeong-han, Meeyoung Cha
2021 World Wide Web Conference, WWW 2021
2021[]
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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 -
Real-Time Sphere Sweeping Stereo From Multiview Fisheye Images
Andreas Meuleman, Hyeonjoong Jang, Daniel Jeon, Min H. Kim
Computer Vision and Pattern Recognition (CVPR) 2021
2021[]
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Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics
Seung-Hwan Baek, Ikoma, Hayato, Daniel Jeon, Li, Yuqi, Heidrich, Wolfgang, Wetzstein, Gordon, Min H. Kim
International Conference on Computer Vision (ICCV)
2021[]
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TAP: A Transformer based Activity Prediction Exploiting Temporal Relations in Collaborative Tasks
Kim, Hyunju, Dongman Lee
19th IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom)
2021