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Yoo, Chang-Dong (유창동)
교수, (전기및전자공학부)

http://sanctusfactory.com/u-aim/

Research Area
Machine learning, Computer vision, Audio/speech processing
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Hypothesis Perturbation for Active Learning

    Cho, Seong Jin; Kim, Gwangsu; Yoo, Chang D., IEEE Journal of Selected Topics in Signal Processing, pp.1 - 14, 2024-08

    2
    Physics Informed Distillation for Diffusion Models

    Joshua Tian Jin Tee; Kang Zhang; Hee Suk Yoon; et al, Transactions on Machine Learning Research, 2024-06

    3
    Uncertainty-Aware Rank-One MIMO Q Network Framework for Accelerated Offline Reinforcement Learning

    Nguyen, Thanh; Luu, Tung M.; Ton, Tri; et al, IEEE ACCESS, v.12, pp.100972 - 100982, 2024-05

    4
    Scalable SoftGroup for 3D Instance Segmentation on Point Clouds

    Vu, Thang; Kim, Kookhoi; Nguyen, Thanh; et al, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.46, no.4, pp.1 - 15, 2024-04

    5
    Causal Localization Network for Radar Human Localization With Micro-Doppler Signature

    Yoon, Sunjae; Koo, Gwanhyeong; Shim, Jun Yeop; et al, IEEE ACCESS, v.12, pp.38275 - 38286, 2024

    6
    Clinical Validation of a Wearable Piezoelectric Blood-Pressure Sensor for Continuous Health Monitoring

    Min, Seongwook; Kim, Dong Hyun; Joe, Daniel J.; et al, ADVANCED MATERIALS, v.35, no.26, 2023-06

    7
    Skew Class-Balanced Re-Weighting for Unbiased Scene Graph Generation

    Kang, Haeyong; Yoo, Chang-Dong, MACHINE LEARNING AND KNOWLEDGE EXTRACTION, v.5, no.1, pp.287 - 303, 2023-03

    8
    Efficient Convolutional Neural Networks for Semiconductor Wafer Bin Map Classification

    Shin, Eunmi; Yoo, Chang-Dong, SENSORS, v.23, no.4, 2023-02

    9
    Bayesian Analysis of the Generalized Additive Proportional Hazards Model: Asymptotic Studies

    Kim, Gwangsu; Yoo, Chang-Dong; Kim, Yongdai, BAYESIAN ANALYSIS, no.1, pp.1 - 19, 2023-01

    10
    DimCL: Dimensional Contrastive Learning for Improving Self-Supervised Learning

    Nguyen, Thanh; Pham, Trung Xuan; Zhang, Chaoning; et al, IEEE ACCESS, v.11, pp.21534 - 21545, 2023

    11
    Joint Path Alignment Framework for 3D Human Pose and Shape Estimation From Video

    Hong, Ji Woo; Yoon, Sunjae; Kim, Junyeong; et al, IEEE ACCESS, v.11, pp.43267 - 43275, 2023

    12
    Self-Supervised Visual Representation Learning via Residual Momentum

    Pham, Trung Xuan; Niu, Axi; Zhang, Kang; et al, IEEE ACCESS, v.11, pp.116706 - 116720, 2023

    13
    CE-BART: Cause-and-Effect BART for Visual Commonsense Generation

    Kim, Junyeong; Hong, Ji Woo; Yoon, Sunjae; et al, SENSORS, v.22, no.23, 2022-12

    14
    LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic

    Pham, Trung Xuan; Choi, Jin Woong; Mina, Rusty John Lloyd; et al, IEEE ACCESS, v.10, pp.113995 - 114007, 2022-10

    15
    Deep learning-based noise robust flexible piezoelectric acoustic sensors for speech processing

    Jung, Young Hoon; Pham, Trung Xuan; Issa, Dias; et al, NANO ENERGY, v.101, 2022-10

    16
    Dual-Scale Doppler Attention for Human Identification

    Yoon, Sunjae; Kim, Dahyun; Hong, Ji Woo; et al, SENSORS, v.22, no.17, 2022-09

    17
    Visual Pretraining via Contrastive Predictive Model for Pixel-Based Reinforcement Learning

    Luu, Tung M.; Vu, Thang; Nguyen, Thanh; et al, SENSORS, v.22, no.17, 2022-09

    18
    Fair Facial Attribute Classification via Causal Graph-Based Attribute Translation

    Kang, Sunghun; Kim, Gwangsu; Yoo, Chang-Dong, SENSORS, v.22, no.14, 2022-07

    19
    Seamless equal accuracy ratio for inclusive CTC speech recognition

    Gao, Heting; Wang, Xiaoxuan; Kang, Sunghun; et al, SPEECH COMMUNICATION, v.136, pp.76 - 83, 2022-01

    20
    Utilizing Skipped Frames in Action Repeats for Improving Sample Efficiency in Reinforcement Learning

    Luu, Tung M.; Nguyen, Thanh; Vu, Thang; et al, IEEE ACCESS, v.10, pp.64965 - 64975, 2022
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