How to handle noisy labels for robust learning from uncertainty
Ji, Daehyun, Oh, Dokwan, Hyun, Yoonsuk, Kwon, Oh-Min, Park, Myeong-Jin
Published in Neural networks (01.11.2021)
Published in Neural networks (01.11.2021)
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Journal Article
SeeThroughNet: Resurrection of Auxiliary Loss by Preserving Class Probability Information
Han, Dasol, Yoo, Jaewook, Oh, Dokwan
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
D-3DLD: Depth-Aware Voxel Space Mapping for Monocular 3D Lane Detection with Uncertainty
Kim, Nayeon, Byeon, Moonsub, Ji, Daehyun, Oh, Dokwan
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity
Lee, Hagyeong, Kim, Minkyu, Jun-Hyuk, Kim, Kim, Seungeon, Oh, Dokwan, Lee, Jaeho
Published in arXiv.org (22.05.2024)
Published in arXiv.org (22.05.2024)
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Paper
Journal Article
Neural Video Compression with Temporal Layer-Adaptive Hierarchical B-frame Coding
Kim, Yeongwoong, Bahk, Suyong, Kim, Seungeon, Lee, Won Hee, Oh, Dokwan, Hui Yong Kim
Published in arXiv.org (05.09.2023)
Published in arXiv.org (05.09.2023)
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Paper
Journal Article
Segmenting 2K-Videos at 36.5 FPS with 24.3 GFLOPs: Accurate and Lightweight Realtime Semantic Segmentation Network
Oh, Dokwan, Ji, Daehyun, Jang, Cheolhun, Hyun, Yoonsuk, Bae, Hong S., Hwang, Sungju
Published in 2020 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2020)
Published in 2020 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2020)
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Conference Proceeding
Method and apparatus with linearity detection
Jang, Cheolhun, Oh, Dokwan, Lee, Wonju, Hyun, Yoonsuk, Ji, Dae Hyun, Lee, Dongwook, Koo, Jahoo, Lee, Jaewoo
Year of Publication 01.12.2020
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Year of Publication 01.12.2020
Patent