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Choi, Jaesik (최재식)
부교수, (김재철AI대학원)

http://sailab.kaist.ac.kr/jaesik

Research Area
Time Series Analysis, Explainable Artificial Intelligence, Reinforcement Learning
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Message Passing With Gating Mechanisms in Multi-agent Reinforcement Learning

    Park, Bumjin; Kang, Cheongwoong; Choi, Jaesik, Journal of Institute of Control, Robotics and Systems, v.29, no.11, pp.847 - 853, 2023-11

    2
    Semisupervised Training of Deep Generative Models for High-Dimensional Anomaly Detection

    Xie, Qin; Zhang, Peng; Yu, Boseon; et al, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.33, no.6, pp.2444 - 2453, 2022-06

    3
    Scheduling PID Attitude and Position Control Frequencies for Time-Optimal Quadrotor Waypoint Tracking under Unknown External Disturbances

    Kang, Cheongwoong; Park, Bumjin; Choi, Jaesik, SENSORS, v.22, no.1, 2022-01

    4
    Cooperative Multi-Robot Task Allocation with Reinforcement Learning

    Park, Bumjin; Kang, Cheongwoong; Choi, Jaesik, APPLIED SCIENCES-BASEL, v.12, no.1, 2022-01

    5
    Predicting potentially hazardous chemical reactions using an explainable neural network

    Kim, Juhwan; Gu, Geun Ho; Noh, Juhwan; et al, CHEMICAL SCIENCE, v.12, no.33, pp.11028 - 11037, 2021-09

    6
    Spatiotemporal Characterization of GPCR Activity and Function during Endosomal Trafficking Pathway

    Kim, Hyunbin; Lee, Hae Nim; Choi, Jaesik; et al, ANALYTICAL CHEMISTRY, v.93, no.4, pp.2010 - 2017, 2021-02

    7
    Visualization of Autophagy Progression by a Red–Green–Blue Autophagy Sensor

    Kim, Heejung; Kim, Hyunbin; Choi, Jaesik; et al, ACS SENSORS, v.5, no.12, pp.3850 - 3861, 2020-12

    8
    시계열 심층학습 모델의 은닉 노드에 대한 시각화

    조소희; 최재식, 정보과학회논문지, v.47, no.5, pp.445 - 453, 2020-05

    9
    섀플리 값 추정을 이용한 주가 변화 원인 설명 문장 분류 모델 분석

    천예은; 박영진; 성낙원; et al, 정보과학회 컴퓨팅의 실제 논문지, v.26, no.4, pp.195 - 201, 2020-04

    10
    XAI-Explainable artificial intelligence

    Gunning, David; Stefik, Mark; Choi, Jaesik; et al, SCIENCE ROBOTICS, v.4, no.37, 2019-12

    11
    Markov Information Bottleneck to Improve Information Flow in Stochastic Neural Networks

    Thanh Tang Nguyen; Choi, Jaesik, ENTROPY, v.21, no.10, 2019-10

    12
    Generative Design of Electromagnetic Structures Through Bayesian Learning

    Patel, Ramesh; Roy, Kallol; Choi, Jaesik; et al, IEEE TRANSACTIONS ON MAGNETICS, v.54, no.3, 2018-03

    13
    지식베이스 확장을 위한 자동 관계 추출

    임성우; 한지연; 이교운; et al, 정보과학회지, v.34, no.9, pp.39 - 46, 2016-09

    14
    A Scalable and Flexible Repository for Big Sensor Data

    Lee, Dongeun; Choi, Jaesik; Shin, Heonshik, IEEE SENSORS JOURNAL, v.15, no.12, pp.7284 - 7294, 2015-12

    15
    Semi-Local Structure Patterns for Robust Face Detection

    Jeong, Kyungjoong; Choi, Jaesik; Jang, Gil-Jin, IEEE SIGNAL PROCESSING LETTERS, v.22, no.9, pp.1400 - 1403, 2015-09

    16
    얼굴정렬과 AdaBoost를 이용한 얼굴 표정 인식

    정경중; 최재식; 장길진, 전자공학회논문지, v.51, no.11, pp.193 - 202, 2014-11

    17
    빅데이터를 위한 확률 관계형 학습 모델의 변분 추론

    최재식, 정보과학회지, v.7, no.32, pp.15 - 20, 2014-07

    18
    Use of Machine Learning Methods to Reduce Predictive Error of Groundwater Models

    Xu, Tianfang; Valocchi, Albert J.; Choi, Jaesik; et al, GROUNDWATER, v.52, no.3, pp.448 - 460, 2014-05

    19
    Low-complexity compressive sensing with downsampling

    Lee, Dongeun; Choi, Jaesik; Shin, Heonshik, IEICE ELECTRONICS EXPRESS, v.11, no.3, 2014

    20
    A spatio-temporal pyramid matching for video retrieval

    Choi, Jaesik; Wang, Ziyu; Lee, Sang-Chul; et al, COMPUTER VISION AND IMAGE UNDERSTANDING, v.117, no.6, pp.660 - 669, 2013-06
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