DSpace at KOASAS

Researcher Page

사진
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
    Similar researchers

    Keyword Cloud

    Reload 더보기
    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; Hyung-Il, Kim; 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
    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, pp.4110 - 4121, 2024-07

    4
    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

    5
    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

    6
    Adversarial anchor-guided feature refinement for adversarial defense

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

    7
    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

    8
    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

    9
    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

    10
    Advancing Adversarial Training by Injecting Booster Signal

    Lee, Hong Joo; Yu, Youngjoon; Ro, Yong Man, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, pp.1 - 13, 2023-04

    11
    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

    12
    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

    13
    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

    14
    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

    15
    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

    16
    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

    17
    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

    18
    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

    19
    CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection

    Kim, Jung Uk; Kim, Seong Tae; Lee, Hong Joo; et al, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.31, no.9, pp.3529 - 3543, 2021-09

    20
    Adversarially Robust Hyperspectral Image Classification via Random Spectral Sampling and Spectral Shape Encoding

    Park, Sungjune; Lee, Hong Joo; Ro, Yong Man, IEEE ACCESS, v.9, pp.66791 - 66804, 2021-04
    Load more items
    Loading...

    rss_1.0 rss_2.0 atom_1.0