no code implementations • ECCV 2020 • Sangmin Lee, Jung Uk Kim, Hak Gu Kim, Seongyeop Kim, Yong Man Ro
In this paper, we propose a novel symptom-aware cybersickness assessment network (SACA Net) that quantifies physical symptom levels for assessing cybersickness of individual viewers.
1 code implementation • 26 Mar 2024 • DongJin Kim, Sung Jin Um, Sangmin Lee, Jung Uk Kim
In this paper, to overcome this limitation, we present a novel multi-sound source localization method that can perform localization without prior knowledge of the number of sound sources.
1 code implementation • ICCV 2023 • Jun-Yeong Moon, Keon-Hee Park, Jung Uk Kim, Gyeong-Moon Park
In addition, to alleviate the class imbalance problem, we introduce a new gradient similarity-based focal loss and adaptive feature scaling to ease overfitting to the major classes and underfitting to the minor classes.
1 code implementation • 11 Aug 2023 • Sung Jin Um, DongJin Kim, Jung Uk Kim
While the audio modality provides spatial cues to locate the sound source, existing approaches only use audio as an auxiliary role to compare spatial regions of the visual modality.
2 code implementations • 25 Jun 2023 • Chaoning Zhang, Dongshen Han, Yu Qiao, Jung Uk Kim, Sung-Ho Bae, Seungkyu Lee, Choong Seon Hong
Concretely, we distill the knowledge from the heavy image encoder (ViT-H in the original SAM) to a lightweight image encoder, which can be automatically compatible with the mask decoder in the original SAM.
no code implementations • 4 Apr 2023 • 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
Overall, this work is the first to survey ChatGPT with a comprehensive review of its underlying technology, applications, and challenges.
no code implementations • ICCV 2021 • Jung Uk Kim, Sungjune Park, Yong Man Ro
The purpose of the proposed large-scale embedding learning is to memorize and recall the large-scale pedestrian appearance via the LPR Memory.
no code implementations • 16 Jul 2020 • Joanna Hong, Jung Uk Kim, Sangmin Lee, Yong Man Ro
Recent advances in facial expression synthesis have shown promising results using diverse expression representations including facial action units.
no code implementations • 22 May 2020 • Youngjoon Yu, Hong Joo Lee, Byeong Cheon Kim, Jung Uk Kim, Yong Man Ro
The success of multimodal data fusion in deep learning appears to be attributed to the use of complementary in-formation between multiple input data.
no code implementations • 21 May 2020 • Byeong Cheon Kim, Jung Uk Kim, Hakmin Lee, Yong Man Ro
Through the comprehensive experimental results and analysis, this paper presents the inherent property of adversarial robustness in the autoencoders.
no code implementations • 11 Aug 2017 • Jung Uk Kim, Hak Gu Kim, Yong Man Ro
In this paper, we propose a novel medical image segmentation using iterative deep learning framework.