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Directions

 
AI is Interactive Computing

Human-centric AI is emerging as a very important field of AI research. We look into how users interact with AI systems, how people can contribute to datasets and other aspects of machine learning and AI system development, as well as how AI can impact humans and society.

  • 2022

  • Domain Transformation for PMMA-Inserted Vertebral Body Segmentation

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

  • Equivariant Hypergraph Neural Networks

    Kim, Jinwoo, Oh, Saeyoon, Cho, Sungjun, seunghoon.hong
    European Conference on Computer Vision, ECCV 2022
    2022

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  • Exploring the Repetition Problem in Empathetic Dialogue Generative Model

    Young-Jun Lee, Ho-Jin Choi
    IEEE International Conference on Big Data and Smart Computing (BigComp)
    2022

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

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

  • LEARNING CONTINUOUS REPRESENTATION OF AUDIO FOR ARBITRARY SCALE SUPER RESOLUTION

    Kim, Jaechang, Lee, Yunjoo, seunghoon.hong, Ok, Jungseul
    47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022
    2022

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

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

  • Meta-Learning for Online Update of Recommender Systems

    김민석, Song, H, 신유주, Park. D, Shin, Kijung, Lee Jae-Gil
    36th AAAI Conference on Artificial Intelligence, AAAI 2022
    2022

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  • Part-based Pseudo Label Refinement for Unsupervised Person Re-identification

    Yoonki Cho, Woo Jae Kim, seunghoon.hong, Sung-Eui Yoon
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022
    2022

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  • Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders

    Uy, Mikaela Angelina, Chang, Yen-Yu, Sung Minhyuk, Goel, Purvi, Lambourne, Joseph, Birdal, Tolga, Guibas, Leonidas
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022
    2022

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  • 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

  • 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

  • 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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  • 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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  • Combined center dispersion loss function for deep facial expression recognition

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

  • Deep Regression Network-Assisted Efficient Streamline Generation Method

    Joong Youn Lee, Jinah Park
    IEEE ACCESS
    2021

  • Finding epic moments in live content through deep learning on collective decisions

    HyeonHo Song, Park, Kunwoo, Meeyoung Cha
    EPJ DATA SCIENCE
    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

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