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AI is Systems-Networks 인공지능과 시스템-네트워크

AI 기술을 제품과 사회에 반영하기 위해서는 요구되는 계산량 및 전송량을 감당할 고성능 시스템 및 네트워킹이 필수적이다. 반면, AI 기술을 이용하여 시스템 및 네트워크를 최적화하거나 새로운 디자인을 고안하는 연구도 활발히 진행되고 있다.

  • 2022

  • Bayesian inductive learning in group recommendations for seen and unseen groups

    Kwang Hee Lee, Myoung Ho Kim
    INFORMATION SCIENCES
    2022

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  • 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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  • The Text Analysis Framework for Interactive Statistical Classification Service

    KyoJoong Oh, Ho-Jin Choi, Kim, Jinwon, Cha, Wonsoek, Lim, Kyungmin
    IEEE International Conference on Big Data and Smart Computing (BigComp)
    2022

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  • 강인한 조작을 위한 장면 그래프 기반 반응적 작업 계획법

    RAKHMAN ULZHALGAS, 유재훈, 김예승, 황덕민, 홍승훈, 박대형
    제 17회 한국로봇종합학술대회(KRoC 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

  • 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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  • 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

  • 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

  • 뉴스 요약문을 기반으로 한 가짜 뉴스 탐지

    변지예, 이승언, Singh, Karandeep, 차미영
    한국정보과학회 KCC 2021
    2021

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  • 2020

  • Active 6D Multi-Object Pose Estimation in Cluttered Scenarios with Deep Reinforcement Learning

    Sock, Juil, Kim Tae Kyun, Garcia-Hernando, Guillermo
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
    2020

  • Case Study Investigation of the Fault Detection and Error Locating Effects of Architecture-based Software Testing

    Lee, Jihyun, Sungwon Kang
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2020

  • 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

  • Evaluating Surprise Adequacy for Question Answering

    Seah Kim, Shin Yoo
    42nd IEEE/ACM International Conference on Software Engineering Workshops, ICSEW 2020
    2020

  • Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

    Armagan, Anil, Garcia-Hernando, Guillermo, Baek, Seungryul, Kim Tae Kyun
    16th European Conference on Computer Vision, ECCV 2020
    2020

  • Residual Neural Processes

    Lee, Byung-Jun, seunghoon.hong, Kee-Eung Kim
    34th AAAI Conference on Artificial Intelligence (AAAI 2020)
    2020

  • TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data

    Park. D, Song, H, 김민석, Lee Jae-Gil
    29th International World Wide Web Conference, WWW 2020
    2020

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