publications

Publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Controllable Event-Guided Diffusion for Motion Blur Synthesis with Additional Blur-Free Data
    Yuhwan Jeong*, Hoonhee Cho*, and Kuk-Jin Yoon
    In Pre-print, 2026
  2. FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model
    Yuhwan Jeong*, Hyeonseong Kim*, Daehyun We*, and 5 more authors
    In Pre-print, 2026
  3. dsertroll.png
    DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDAR
    Hoonhee Cho*, Jae-Young Kang*, Yuhwan Jeong*, and 4 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026
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    Event-based Motion Deblurring with Unpaired Data
    Hoonhee Cho*, Yuhwan Jeong*, and Kuk-Jin Yoon
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026
    Highlight Paper

2025

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    Robust Adverse Weather Removal via Spectral-based Spatial Grouping
    Yuhwan Jeong*, Yunseo Yang*, Youngho Yoon*, and 1 more author
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025
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    Learning Large Motion Estimation from Intermediate Representations with a High-Resolution Optical Flow Dataset Featuring Long-Range Dynamic Motion
    Hoonhee Cho*, Yuhwan Jeong*, and Kuk-Jin Yoon
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025
    Highlight Paper
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    Unifying Low-Resolution and High-Resolution Alignment by Event Cameras for Space-Time Video Super-Resolution
    Hoonhee Cho, Jae-Young Kang, Taewoo Kim, and 2 more authors
    In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025

2024

  1. expht.PNG
    A benchmark dataset for event-guided human pose estimation and tracking in extreme conditions
    Hoonhee Cho*, Taewoo Kim*, Yuhwan Jeong, and 1 more author
    Advances in Neural Information Processing Systems, 2024
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    Towards real-world event-guided low-light video enhancement and deblurring
    Taewoo Kim, Jaeseok Jeong, Hoonhee Cho, and 2 more authors
    In European Conference on Computer Vision, 2024
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    Towards robust event-based networks for nighttime via unpaired day-to-night event translation
    Yuhwan Jeong*, Hoonhee Cho*, and Kuk-Jin Yoon
    In European Conference on Computer Vision, 2024
  4. tta_evf.PNG
    TTA-EVF: test-time adaptation for event-based video frame interpolation via reliable pixel and sample estimation
    Hoonhee Cho, Taewoo Kim, Yuhwan Jeong, and 1 more author
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

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    Non-coaxial event-guided motion deblurring with spatial alignment
    Hoonhee Cho, Yuhwan Jeong, Taewoo Kim, and 1 more author
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023