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Ro, Yong Man (노용만)
교수, (전기및전자공학부)

https://www.ivylab.kaist.ac.kr/ivylab-ivllab

Research Area
Computer vision, deep learning/Machine Learning, Multimodal Learning
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Text-guided distillation learning to diversify video embeddings for text-video retrieval

    Lee, Sangmin; Kim, Hyung-Il; Ro, Yong Man, PATTERN RECOGNITION, v.156, 2024-12

    2
    Robust pedestrian detection via constructing versatile pedestrian knowledge bank

    Park Sungjune; Kim Hyunjun; Ro Yong Man, PATTERN RECOGNITION, v.153, 2024-09

    3
    Textless Unit-to-Unit Training for Many-to-Many Multilingual Speech-to-Speech Translation

    Kim, Minsu; Choi, Jeongsoo; Kim, Dahun; et al, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.32, pp.3934 - 3946, 2024-08

    4
    Defending Video Recognition Model against Adversarial Perturbations via Defense Patterns

    Lee, Hong Joo; Ro, Yong Man, IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, v.21, no.4, pp.4110 - 4121, 2024-07

    5
    Advancing Adversarial Training by Injecting Booster Signal

    Lee, Hong Joo; Yu, Youngjoon; Ro, Yong Man, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.35, no.9, pp.12665 - 12677, 2024-04

    6
    Integrating Language-Derived Appearance Elements With Visual Cues in Pedestrian Detection

    Park, Sungjune; Kim, Hyunjun; Ro, Yong Man, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.34, no.9, pp.7975 - 7985, 2024-04

    7
    AKVSR: Audio Knowledge Empowered Visual Speech Recognition by Compressing Audio Knowledge of a Pretrained Model

    Yeo, Jeong Hun; Kim, Minsu; Jeongsoo Choi; et al, IEEE TRANSACTIONS ON MULTIMEDIA, v.26, pp.6462 - 6474, 2024-01

    8
    Enabling Visual Object Detection With Object Sounds via Visual Modality Recalling Memory

    Kim, Jung Uk; Ro, Yong Man, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, pp.1 - 13, 2023-10

    9
    Adversarial anchor-guided feature refinement for adversarial defense

    Lee, Hakmin; Ro, Yong Man, IMAGE AND VISION COMPUTING, v.136, 2023-08

    10
    Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning

    Lee, Hong Joo; Ro, Yong Man, IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, v.18, pp.4021 - 4033, 2023-06

    11
    Stereoscopic Vision Recalling Memory for Monocular 3D Object Detection

    Kim, Jung Uk; Kim, Hyung-Il; Ro, Yong Man, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.32, pp.2749 - 2760, 2023-05

    12
    Deep learning-based classification system of bacterial keratitis and fungal keratitis using anterior segment images

    Won, Yeo Kyoung; Lee, Hyebin; Kim, Youngjun; et al, FRONTIERS IN MEDICINE, v.10, 2023-05

    13
    Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame

    Yu, Youngjoon; Lee, Hong Joo; Lee, Hakmin; et al, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.31, pp.6976 - 6990, 2022-11

    14
    Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment

    Kim, Hyung-Il; Yun, Kimin; Ro, Yong Man, IEEE Transactions on Biometrics, Behavior, and Identity Science, v.4, no.4, pp.556 - 569, 2022-10

    15
    CroMM-VSR: Cross-Modal Memory Augmented Visual Speech Recognition

    Kim, Minsu; Hong, Joanna; Park, Se Jin; et al, IEEE TRANSACTIONS ON MULTIMEDIA, v.24, pp.4342 - 4355, 2022-10

    16
    Assessing Individual VR Sickness through Deep Feature Fusion of VR Video and Physiological Response

    Lee, Sangmin; Kim, Seongyeop; Kim, Hak Gu; et al, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.32, no.5, pp.2895 - 2907, 2022-05

    17
    Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection

    Kim, Jung Uk; Park, Sungjune; Ro, Yong Man, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.32, no.3, pp.1510 - 1523, 2022-03

    18
    On-the-Fly Facial Expression Prediction using LSTM Encoded Appearance-Suppressed Dynamics

    Alhaj Baddar, Wissam; Lee, Sangmin; Ro, Yong Man, IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, v.13, no.1, pp.159 - 174, 2022-01

    19
    Robust Perturbation for Visual Explanation: Cross-checking Mask Optimization to Avoid Class Distortion

    Kim, Junho; Kim, Seongyeop; Kim, Seong Tae; et al, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.31, pp.301 - 313, 2022-01

    20
    Speech Reconstruction with Reminiscent Sound via Visual Voice Memory

    Hong, Joanna; Kim, Minsu; Park, Se Jin; et al, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.29, pp.3654 - 3667, 2021-11
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