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Journal Articles

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2024
[j5]
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Mincheol Song, Jin An, Kyu Ri Park, Jeongmi Lee, Jinkyeong Park, Jung Uk Kim:
Robust Airway Generation Labeling With Airway Segmentation for Reliable Airway Assessment. IEEE Access 12: 101299-101312 (2024)
2023
[j4]
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Jung Uk Kim, Hyung-Il Kim, Yong Man Ro:
Stereoscopic Vision Recalling Memory for Monocular 3D Object Detection. IEEE Trans. Image Process. 32: 2749-2760 (2023)
2022
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Jung Uk Kim, Sungjune Park, Yong Man Ro:
Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1510-1523 (2022)
2021
[j2]
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Jung Uk Kim, Seong-Tae Kim, Hong Joo Lee, Sangmin Lee, Yong Man Ro:
CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection. IEEE Trans. Circuits Syst. Video Technol. 31(9): 3529-3543 (2021)
2020
[j1]
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Jung Uk Kim, Jungsu Kwon, Hak Gu Kim, Yong Man Ro:
BBC Net: Bounding-Box Critic Network for Occlusion-Robust Object Detection. IEEE Trans. Circuits Syst. Video Technol. 30(4): 1037-1050 (2020)

Conference and Workshop Papers

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2024
[c25]
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Dongjin Kim, Sung Jin Um, Sangmin Lee, Jung Uk Kim:
Learning to Visually Localize Sound Sources from Mixtures without Prior Source Knowledge. CVPR 2024: 26457-26466
[c24]
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Kyu Ri Park, Youngmin Oh, Jung Uk Kim:
Enhancing Audio-Visual Question Answering with Missing Modality via Trans-Modal Associative Learning. ICASSP 2024: 5755-5759
2023
[c23]
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Jung Uk Kim, Seong Tae Kim:
Towards Robust Audio-Based Vehicle Detection Via Importance-Aware Audio-Visual Learning. ICASSP 2023: 1-5
[c22]
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Jung Uk Kim, Yong Man Ro:
Similarity Relation Preserving Cross-Modal Learning for Multispectral Pedestrian Detection Against Adversarial Attacks. ICASSP 2023: 1-5
[c21]
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Jun-Yeong Moon, Keon-Hee Park, Jung Uk Kim, Gyeong-Moon Park:
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning. ICCV 2023: 11697-11707
[c20]
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Sungjune Park, Jung Uk Kim, Jin Mo Song, Yong Man Ro:
Robust Multispectral Pedestrian Detection Via Spectral Position-Free Feature Mapping. ICIP 2023: 1795-1799
[c19]
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Sung Jin Um, Dongjin Kim, Jung Uk Kim:
Audio-Visual Spatial Integration and Recursive Attention for Robust Sound Source Localization. ACM Multimedia 2023: 3507-3516
2022
[c18]
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Jung Uk Kim, Sungjune Park, Yong Man Ro:
Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory. AAAI 2022: 1157-1165
[c17]
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Sungjune Park, Dae Hwi Choi, Jung Uk Kim, Yong Man Ro:
Robust Thermal Infrared Pedestrian Detection By Associating Visible Pedestrian Knowledge. ICASSP 2022: 4468-4472
2021
[c16]
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Youngjoon Yu, Hong Joo Lee, Byeong Cheon Kim, Jung Uk Kim, Yong Man Ro:
Towards Robust Training of Multi-Sensor Data Fusion Network Against Adversarial Examples in Semantic Segmentation. ICASSP 2021: 4710-4714
[c15]
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Jung Uk Kim, Sungjune Park, Yong Man Ro:
Robust Small-scale Pedestrian Detection with Cued Recall via Memory Learning. ICCV 2021: 3030-3039
[c14]
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Sungjune Park, Jung Uk Kim, Yeongyun Kim, Sang-Keun Moon, Yong Man Ro:
Robust Multispectral Pedestrian Detection via Uncertainty-Aware Cross-Modal Learning. MMM (1) 2021: 391-402
2020
[c13]
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Hong Joo Lee, Jung Uk Kim, Sangmin Lee, Hak Gu Kim, Yong Man Ro:
Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary. CVPR 2020: 4816-4825
[c12]
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Sangmin Lee, Jung Uk Kim, Hak Gu Kim, Seongyeop Kim, Yong Man Ro:
SACA Net: Cybersickness Assessment of Individual Viewers for VR Content via Graph-Based Symptom Relation Embedding. ECCV (23) 2020: 170-186
[c11]
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Jung Uk Kim, Seong Tae Kim, Eun Sung Kim, Sang-Keun Moon, Yong Man Ro:
Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation. ICASSP 2020: 4317-4321
[c10]
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Dae Hwi Choi, Hong Joo Lee, Sangmin Lee, Jung Uk Kim, Yong Man Ro:
Fake Video Detection With Certainty-Based Attention Network. ICIP 2020: 823-827
[c9]
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Joanna Hong, Jung Uk Kim, Sangmin Lee, Yong Man Ro:
Comprehensive Facial Expression Synthesis Using Human-Interpretable Language. ICIP 2020: 1641-1645
[c8]
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Junho Kim, Minsu Kim, Jung Uk Kim, Hong Joo Lee, Sangmin Lee, Joanna Hong, Yong Man Ro:
Learning Style Correlation for Elaborate Few-Shot Classification. ICIP 2020: 1791-1795
[c7]
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Eun Sung Kim, Jung Uk Kim, Sangmin Lee, Sang-Keun Moon, Yong Man Ro:
Class Incremental Learning With Task-Selection. ICIP 2020: 1846-1850
[c6]
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Byeong Cheon Kim, Jung Uk Kim, Hakmin Lee, Yong Man Ro:
Revisiting Role of Autoencoders in Adversarial Settings. ICIP 2020: 1856-1860
[c5]
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Jung Uk Kim, Sungjune Park, Yong Man Ro:
Towards Human-Like Interpretable Object Detection Via Spatial Relation Encoding. ICIP 2020: 3284-3288
2019
[c4]
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Jung Uk Kim, Yong Man Ro:
Attentive Layer Separation for Object Classification and Object Localization in Object Detection. ICIP 2019: 3995-3999
2018
[c3]
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Jung Uk Kim, Jungsu Kwon, Hak Gu Kim, Haesung Lee, Yong Man Ro:
Object Bounding Box-Critic Networks for Occlusion-Robust Object Detection in Road Scene. ICIP 2018: 1313-1317
2017
[c2]
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Jung Uk Kim, Hak Gu Kim, Yong Man Ro:
Iterative deep convolutional encoder-decoder network for medical image segmentation. EMBC 2017: 685-688
[c1]
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Jung Uk Kim, Hak Gu Kim, Yong Man Ro:
Robust and Real-Time Visual Tracking with Triplet Convolutional Neural Network. ACM Multimedia (Thematic Workshops) 2017: 280-286

Informal and Other Publications

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2024
[i12]
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  - journals/corr/abs-2403-17420
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Dongjin Kim, Sung Jin Um, Sangmin Lee, Jung Uk Kim:
Learning to Visually Localize Sound Sources from Mixtures without Prior Source Knowledge. CoRR abs/2403.17420 (2024)
[i11]
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  - journals/corr/abs-2407-16171
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Kyu Ri Park, Hong Joo Lee, Jung Uk Kim:
Learning Trimodal Relation for Audio-Visual Question Answering with Missing Modality. CoRR abs/2407.16171 (2024)
[i10]
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  - journals/corr/abs-2407-16448
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Youngmin Oh, Hyung-Il Kim, Seong Tae Kim, Jung Uk Kim:
MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection. CoRR abs/2407.16448 (2024)
[i9]
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  - journals/corr/abs-2409-14538
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Jun-Yeong Moon, Jung Uk Kim, Gyeong-Moon Park:
Towards Model-Agnostic Dataset Condensation by Heterogeneous Models. CoRR abs/2409.14538 (2024)
2023
[i8]
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  - journals/corr/abs-2304-06488
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Chaoning Zhang, Chenshuang Zhang, Chenghao Li, Yu Qiao, Sheng Zheng, Sumit Kumar Dam, Mengchun Zhang, Jung Uk Kim, Seong Tae Kim, Jinwoo Choi, Gyeong-Moon Park, Sung-Ho Bae, Lik-Hang Lee, Pan Hui, In So Kweon, Choong Seon Hong:
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era. CoRR abs/2304.06488 (2023)
[i7]
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  - journals/corr/abs-2306-14289
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Chaoning Zhang, Dongsheng Han, Yu Qiao, Jung Uk Kim, Sung-Ho Bae, Seungkyu Lee, Choong Seon Hong:
Faster Segment Anything: Towards Lightweight SAM for Mobile Applications. CoRR abs/2306.14289 (2023)
[i6]
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  - journals/corr/abs-2308-06087
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Sung Jin Um, Dongjin Kim, Jung Uk Kim:
Audio-Visual Spatial Integration and Recursive Attention for Robust Sound Source Localization. CoRR abs/2308.06087 (2023)
[i5]
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  - journals/corr/abs-2308-09303
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Jun-Yeong Moon, Keon-Hee Park, Jung Uk Kim, Gyeong-Moon Park:
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning. CoRR abs/2308.09303 (2023)
2020
[i4]
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  - journals/corr/abs-2005-10750
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Byeong Cheon Kim, Jung Uk Kim, Hakmin Lee, Yong Man Ro:
Revisiting Role of Autoencoders in Adversarial Settings. CoRR abs/2005.10750 (2020)
[i3]
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Youngjoon Yu, Hong Joo Lee, Byeong Cheon Kim, Jung Uk Kim, Yong Man Ro:
Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning. CoRR abs/2005.10987 (2020)
[i2]
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  - journals/corr/abs-2007-08154
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Joanna Hong, Jung Uk Kim, Sangmin Lee, Yong Man Ro:
Comprehensive Facial Expression Synthesis using Human-Interpretable Language. CoRR abs/2007.08154 (2020)
2017
[i1]
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  - journals/corr/abs-1708-03431
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Jung Uk Kim, Hak Gu Kim, Yong Man Ro:
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation. CoRR abs/1708.03431 (2017)

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