Directions
더 정확한, 편리한, 안전한, 공평한, 설명 가능한 AI를 개발하기 위해 통계학, 해석학뿐만 아니라 계산 이론, 소프트웨어 공학, 프로그래밍 언어 등 전산 이론 기반이 필수적이다. 이와 동시에, AI 기술을 이용한 전산 이론 및 기술 개발도 활발히 진행되고 있다.
2023
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Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility
Lee, Hoil, Ayed, Fadhel, Jung, Paul, Lee, J, Hongseok Yang, Caron, Francois
JOURNAL OF MACHINE LEARNING RESEARCH
2023[]
2022
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Bootstrapped Knowledge Graph Embedding based on Neighbor Expansion
Kim, Jun Seon, Ahn, Seong Jin, Myoung Ho Kim
31st ACM International Conference on Information and Knowledge Management, CIKM 2022
2022[]
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FloatingFusion: Depth from ToF and Image-stabilized Stereo Cameras
Andreas Meuleman, HAKYEONG KIM, Tompkin, James, Min H. Kim
European Conference on Computer Vision, ECCV 2022
2022[]
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Multivariate Time series Anomaly Detection based on reconstructed differences using Graph Attention Networks
Kang, Jung Mo, Myoung Ho Kim
2nd International Workshop on Big data-driven Edge Cloud Services, BECS 2022
2022[]
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Uniform Subdivision of Omnidirectional Camera Space for Efficient Spherical Stereo Matching
Kang, Donghun, Hyeonjoong Jang, Lee, Jungeon, 경종민, Min H. Kim
Computer Vision and Pattern Recognition, CVPR 2022
2022[]
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적대적 활성화도 기반 심층신경망 가지치기 보정 기법
임규민, 고기혁, 이수영, 손수엘
2022 한국컴퓨터종합학술대회 (KCC2022)
2022[]
2021
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A Generalization of Hierarchical Exchangeability on Trees to Directed Acyclic Graphs
Jung, Paul Heajoon, Lee, Jiho, Sam Staton, Hongseok Yang
Annales Henri Lebesgue
2021 -
High-Quality Stereo Image Restoration from Double Refraction
HAKYEONG KIM, Andreas Meuleman, Daniel Jeon, Min H. Kim
Computer Vision and Pattern Recognition (CVPR) 2021
2021[]
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Neural Contrast Enhancement of CT Image
Seo, Minkyo, Kim,Dongkeun, Lee, Kyungmoon, seunghoon.hong, Bae, Jae Seok, Kwak, Suha
IEEE Winter Conference on Applications of Computer Vision, WACV 2021
2021 -
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval
Kyoungrok Jang, Kang, Junmo, Hong, Giwon, Sung-Hyon Myaeng, Park, Joohee, Yoon, Taewon, Seo, Heecheol
2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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강화 학습을 이용한 웹 애플리케이션 취약점 탐지 현황
이소영, 손수엘
2021 한국컴퓨터종합학술대회 (KCC2021)
2021[] []
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이미지 분할과 관심 영역 맵 기반 색상 스키마 추출
김수지, 최성희
정보과학회논문지
2021 2020
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Adaptive Kernel Inference for Dense and Sharp Occupancy Grids
YOUNGSUN KWON, Moon, BoChang, Sung-Eui Yoon
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
2020[]
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Revisit Prediction by Deep Survival Analysis
Kim, Sundong, Song, H, Sejin Kim, Kim, Beomyoung, Lee Jae-Gil
24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020
2020 -
Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based Web Spam Detection
Whang Joyce Jiyoung, Jung, Yeonsung, Kang, Seonggoo, Yoo, Dongho, Dhillon, Inderjit
29th International World Wide Web Conference, WWW 2020
2020 2019
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Bayesian Optimistic Kullback-Leibler Exploration
Kang Hoon Lee, Geonhyeong Kim, Ortega, Pedro, Lee, Daniel D., Kee-Eung Kim
MACHINE LEARNING
2019 -
Hyperlink Classification via Structured Graph Embedding
Lee, Geon, Kang, Seonggoo, Whang Joyce Jiyoung
42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
2019 2017
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Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016)
Durrant, RJ, Kee-Eung Kim, Holmes, G, Marsland, S, Sugiyama, M, Zhou, ZH
Machine Learning
2017[]
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Search-Based Approaches for Software Module Clustering Based on Multiple Relationship Factors
Jimin Hwa, Shin Yoo, Seo, Yeong-Seok, Doo-Hwan Bae
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
2017[]
2016
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Power of Earned Advertising on SNS: A Case Study of Friend Tagging on Facebook
Park, Jaimie Y, Sohn, Yunkyu, Sue Moon
International AAAI Conference on Web and Social Media (ICWSM 2016)
2016[]
