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AI is Software Design 인공지능과 소프트웨어 디자인

AI를 활용하여 누구나 손쉽게 소프트웨어를 만드는 세상이 오고 있다. 비전공자를 위한 프로그램 자동 생성 기술, 전문 개발자를 위한 프로그램 자동 오류 수정 기술, 학습자를 위한 프로그래밍 과제 자동 채점 및 첨삭 지도 기술 등 여러 분야에서 AI가 널리 활용되고 있다.

  • 2025

  • Methodologies and their comparison in complex compound aspect-based sentiment analysis: A survey

    Faiz Ghifari Haznitrama, Ho-Jin Choi, Chin-Wan Chung
    AI OPEN
    2025

  • 2024

  • A machine learning approach using conditional normalizing flow to address extreme class imbalance problems in personal health records

    YOUNGMIN KIM, Choi, Wongyung, Choi, Woojeong, Ko, Grace, Han, Seonggyun, Kim, Hwan-Cheol, Kim, Dokyoon, Lee, Dong-gi, Shin, Dong Wook, Lee, Younghee
    BIODATA MINING
    2024

  • Graph-based Tabular Data Synthesis Model for More Effective Financial Application

    Dae-Young Park Park, In-Young Ko
    IJCAI-24 Workshop on Recommender Systems in Finance (Fin-RecSys)
    2024

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  • Learning to Produce Semi-dense Correspondences for Visual Localization

    Truong Giang Khang, Song, Soohwan, Sungho Jo
    The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024)
    2024

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  • 2023

  • Multi-resolution distillation for self-supervised monocular depth estimation

    Sebin Lee, Woobin Im, Sung-Eui Yoon
    PATTERN RECOGNITION LETTERS
    2023

  • TopicFM: Robust and Interpretable Topic-Assisted Feature Matching

    Truong Giang Khang, Soohwan Song, Sungho Jo
    2023 AAAI Conference on Artificial Intelligence
    2023

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  • VISTA: Visual-Textual Knowledge Graph Representation Learning

    JAEJUN LEE, Chanyoung Chung, Hochang Lee, Sungho Jo, Whang Joyce Jiyoung
    The 2023 Conference on Empirical Methods in Natural Language Processing
    2023

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  • 2022

  • Curvature-Guided Dynamic Scale Networks for Multi-view Stereo

    Truong Giang Khang, Soohwan Song, Sungho Jo
    Tenth International Conference on Learning Representations, ICLR 2022
    2022

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  • Online Evasion Attacks on Recurrent Models: The Power of Hallucinating the Future

    Byunggill Joe, Hamm, Jihun, Insik Shin
    31st International Joint Conference on Artificial Intelligence, IJCAI 2022
    2022

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  • 2021

  • A survey on deep learning-based Monte Carlo denoising

    Huo, Yuchi, Sung-Eui Yoon
    COMPUTATIONAL VISUAL MEDIA
    2021

  • Affect-driven Robot Behavior Learning System using EEG Signals for Less Negative Feelings and More Positive Outcomes

    Kim, BH, Kwak, Ji Ho, Kim, Minuk, Sungho Jo
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
    2021

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  • Bug Report Summarization using Believability Score and Text Ranking

    Koh, Youngji, Sungwon Kang, Lee, Seonah
    2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
    2021

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  • DNN Model Deployment on Distributed Edges

    Cho, Eunho, Yoon, Juyeon, Daehyeon Baek, Dongman Lee, Doo-Hwan Bae
    21st International Conference on Web Engineering (ICWE 2021), 1st International Workshop on Big data driven Edge Cloud Services (BECS 2021)
    2021

  • Dynamic Humanoid Locomotion over Rough Terrain with Streamlined Perception-Control Pipeline

    Lee, Moon Young, Kwon, Yong Sun, Lee, Se Bin, Choe, Jong Hun, Park, Jun Yong, Jeong, Hyo Bin, Heo, Yu Jin, Kim, Min-su, Sungho Jo, Sung-Eui Yoon, Oh, Jun-Ho
    2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021)
    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

  • Nonlinear Ranking Loss on Riemannian Potato Embedding

    Kim, BH, Suh,Y, Lee,H, Sungho Jo
    25th International Conference on Pattern Recognition (ICPR)
    2021

  • Subject-Independent Motor Imagery EEG Classification Based on Graph Convolutional Network

    Lee, Joo Ho, Jin Woo Choi, Sungho Jo
    The 6th Asian Conference on Pattern Recognition (ACPR 2021)
    2021

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  • 자기지도학습으로 추론된 특징을 이용한 CT 영상의 보간 방법

    Lim, Joowon, 박진아
    정보과학회논문지
    2021

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  • 2020

  • A review on object pose recovery: From 3D bounding box detectors to full 6D pose estimators

    Sahin, Caner, Garcia-Hernando, Guillermo, Sock, Juil, Kim Tae Kyun
    IMAGE AND VISION COMPUTING
    2020

  • Acoustic-decoy: Detection of adversarial examples through audio modification on speech recognition system

    Kwon, Hyun, Hyunsoo Yoon, Park, Ki-Woong
    NEUROCOMPUTING
    2020

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