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AI is Secure Computing 인공지능과 시큐어컴퓨팅

AI 기술은 보안 취약점 자동 탐지 기술의 정확도를 한층 더 끌어 올리는데 크게 기여하고 있다. 이와 동시에, AI 자체를 대상으로 하는 보안 위협에 대한 대응 기술도 활발히 개발되고 있다.

  • 2022

  • 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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  • 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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  • 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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  • 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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  • 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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  • 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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  • 역강화학습을 위한 전이가능 보상함수의 분해

    장재휘, 박대형
    제 17회 한국로봇종합학술대회(KRoC 2022)
    2022

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  • 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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  • 뉴스 요약문을 기반으로 한 가짜 뉴스 탐지

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

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  • 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

  • Identifying and Quantifying Coordinated Manipulation of Upvotes and Downvotes in Naver News Comments

    Jiwan Jeong, Jeong-han Kang, Sue Moon
    14TH INTERNATIONAL CONFERENCE ON WEB AND SOCIAL MEDIA(ICWSM-2020)
    2020

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  • 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

  • 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

  • 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

  • Variational Interaction Information Maximization for Cross-domain Disentanglement

    Hwang, Hyeongjoo, Kim, Geon-Hyeong, seunghoon.hong, Kee-Eung Kim
    Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020)
    2020

  • 사전 학습된 한국어 언어 모델의 보정

    정소영, 양원석, 박채훈, 박종철
    한글 및 한국어 정보처리 학술대회
    2020

  • 2019

  • Extreme View Synthesis

    INCHANG CHOI, Orazio, Gallo, Alejandro, Troccoli, Min H. Kim, Kautz, Jan
    International Conference on Computer Vision (ICCV) 2019
    2019

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  • Finding Robust Domain from Attacks: a Learning Framework for Blind Watermarking

    SEUNGMIN MUN, Seunghun Nam, HANUL JANG, Dongkyu Kim, Heung-Kyu LEE
    NEUROCOMPUTING
    2019

  • Inferring Task Goals and Constraints using Bayesian Nonparametric Inverse Reinforcement Learning

    Park Daehyung, Noseworthy, Michael, Paul, Rohan, Roy, Subhro, Roy, Nicholas
    Conference on Robot Learning (CoRL 2019)
    2019

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