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AI is Interactive Computing 인공지능과 인터랙티브컴퓨팅

인간 중심의 AI 연구는 매우 중요한 분야로 떠오르고 있다. 사용자가 AI 시스템과 어떻게 상호작용하는지, 사람이 데이터 등 기계학습과 인공지능 시스템 개발에 어떻게 기여할 수 있는지, AI가 인간과 사회에 어떤 영향을 미칠 수 있는지를 연구한다.

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  • 2024

  • Selective Multi-Source Domain Adaptation Network for Cross-Subject Motor Imagery Discrimination

    Lee, Juho, Choi, Jin Woo, Sungho Jo
    IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
    2024

  • Semi-Supervised Image Captioning by Adversarially Propagating Labeled Data

    Kim, Dong-Jin, Tae-Hyun Oh, Choi, Jinsoo, Kweon, In-So
    IEEE ACCESS
    2024

  • Take a prior from other tasks for severe blur removal

    Pei Wang, Zhu, Yu, Xue, Danna, Yan, Qingsen, Sun, Jinqiu, Sung-Eui Yoon, Zhang, Yanning
    COMPUTER VISION AND IMAGE UNDERSTANDING
    2024

  • The Devil in the Details: Simple and Effective Optical Flow Synthetic Data Generation

    Kwon, Byung-Ki, Kim, Sung-Bin, Tae-Hyun Oh
    VISUAL COMPUTER
    2024

  • TopicFM+: Boosting Accuracy and Efficiency of Topic-Assisted Feature Matching

    Giang, Khang Truong, Song, Soohwan, Sungho Jo
    IEEE Transactions on Image Processing
    2024

  • Uni-DVPS: Unified Model for Depth-Aware Video Panoptic Segmentation

    Kim, Ji-Yeon, Oh, Hyun-Bin, Kwon, Byung-Ki, Kim, Dahun, Kwon, Yongjin, Tae-Hyun Oh
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2024

  • 2023

  • A discriminative SPD feature learning approach on Riemannian manifolds for EEG classification

    Kim, BH, Jin Woo Choi, Lee, Honggu, Sungho Jo
    PATTERN RECOGNITION
    2023

  • HybGrasp: A Hybrid Learning-to-Adapt Architecture for Efficient Robot Grasping

    Jungwook Mun, Truong Giang Khang, Lee, Yunghee, Oh, Nayoung, Sejoon Huh, Min Kim, Sungho Jo
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2023

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

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

  • Prior depth-based multi-view stereo network for online 3D model reconstruction

    Soohwan Song, Truong Giang Khang, Daekyum Kim, Sungho Jo
    PATTERN RECOGNITION
    2023

  • 2022

  • Domain Transformation for PMMA-Inserted Vertebral Body Segmentation

    Minyoung Park, Jinah Park
    Journal of Computing Science and Engineering
    2022

    []

  • GraphDistNet: A Graph-Based Collision-Distance Estimator for Gradient-Based Trajectory Optimization

    김예승, Jinwoo Kim, Park Daehyung
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2022

    []

  • Maximization and Restoration: Action Segmentation through Dilation Passing and Temporal Reconstruction

    Junyong Park, Daekyum Kim, Sejoon Huh, Sungho Jo
    PATTERN RECOGNITION
    2022

  • RCIK: Real-Time Collision-Free Inverse Kinematics Using a Collision-Cost Prediction Network

    Mincheul Kang, Yoonki Cho, Sung-Eui Yoon
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2022

  • 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

  • VACS: 패션 객체 영역 분할 기법을 통한 가상 착용 기술 아티팩트 보정 시스템

    박원정, 정유진, 박순찬, 박진아
    정보과학회논문지
    2022

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  • 삼차원 표면 강화 모듈과 학습 가능한 전처리 기법을 통한 엔드 투 엔드 척추체 CT 이미지 분할 네트워크

    강인하, 조지훈, 박진아
    정보과학회 컴퓨팅의 실제 논문지
    2022

    []

  • 2021

  • A survey on deep learning-based Monte Carlo denoising

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

  • Combined center dispersion loss function for deep facial expression recognition

    ABHILASHA NANDA, Woobin Im, Key-Sun CHOI, Hyun S. Yang
    PATTERN RECOGNITION LETTERS
    2021

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