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ORCIDJong Bin Ryu
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2020 – today
- 2024
[j14]Inhyuk Park
, Won Hwa Kim, Jongbin Ryu:
Style-KD: Class-imbalanced medical image classification via style knowledge distillation. Biomed. Signal Process. Control. 91: 105928 (2024)- [j13]Wongi Park, Jongbin Ryu:
Fine-Grained Self-Supervised Learning with Jigsaw puzzles for medical image classification. Comput. Biol. Medicine 174: 108460 (2024) - [j12]Hankyul Kang, Namkug Kim, Jongbin Ryu:
Attentional decoder networks for chest X-ray image recognition on high-resolution features. Comput. Methods Programs Biomed. 251: 108198 (2024) - [j11]Junhyung Go, Jongbin Ryu:
Spatial Bias for attention-free non-local neural networks. Expert Syst. Appl. 238(Part E): 122053 (2024) - [j10]Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng:
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. Medical Image Anal. 97: 103224 (2024) - [c11]Inhyuk Park, Sungeun Kim, Jongbin Ryu:
Generative Self-supervised Learning for Medical Image Classification. ACCV (2) 2024: 21-38 - [c10]Seungmin Oh, Jongbin Ryu:
Neural Substitution for Branch-Level Network Re-parameterization. ACCV (8) 2024: 104-120 - [i11]Hankyul Kang, Ming-Hsuan Yang, Jongbin Ryu:
Interactive Multi-Head Self-Attention with Linear Complexity. CoRR abs/2402.17507 (2024) - 2023
- [j9]Myeong Seong Yoon, Gitaek Kwon, Jaehoon Oh, Jongbin Ryu, Jongwoo Lim, Bokyeong Kang, Juncheol Lee, Dongkyoon Han:
Effect of Contrast Level and Image Format on a Deep Learning Algorithm for the Detection of Pneumothorax with Chest Radiography. J. Digit. Imaging 36(3): 1237-1247 (2023) - [c9]Jongbin Ryu, Dongyoon Han, Jongwoo Lim:
Gramian Attention Heads are Strong yet Efficient Vision Learners. ICCV 2023: 5818-5828 - [c8]Wongi Park, Inhyuk Park, Sungeun Kim, Jongbin Ryu:
Robust Asymmetric Loss for Multi-Label Long-Tailed Learning. ICCV (Workshops) 2023: 2703-2712 - [i10]Junhyung Go, Jongbin Ryu:
Spatial Bias for Attention-free Non-local Neural Networks. CoRR abs/2302.12505 (2023) - [i9]Wongi Park, Inhyuk Park, Sungeun Kim, Jongbin Ryu:
Robust Asymmetric Loss for Multi-Label Long-Tailed Learning. CoRR abs/2308.05542 (2023) - [i8]Wongi Park, Jongbin Ryu:
Fine-Grained Self-Supervised Learning with Jigsaw Puzzles for Medical Image Classification. CoRR abs/2308.05770 (2023) - [i7]Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng:
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. CoRR abs/2310.16112 (2023) - [i6]Jongbin Ryu, Dongyoon Han, Jongwoo Lim:
Gramian Attention Heads are Strong yet Efficient Vision Learners. CoRR abs/2310.16483 (2023) - 2021
- [j8]Jongbin Ryu, Ming-Hsuan Yang, Jongwoo Lim:
Unsupervised feature learning for self-tuning neural networks. Neural Networks 133: 103-111 (2021) - [j7]Changhee Won, Jongbin Ryu, Jongwoo Lim:
End-to-End Learning for Omnidirectional Stereo Matching With Uncertainty Prior. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 3850-3862 (2021) - [j6]Dongjoo Yun, Jongbin Ryu, Jongwoo Lim:
Dual aggregated feature pyramid network for multi label classification. Pattern Recognit. Lett. 144: 75-81 (2021) - 2020
- [j5]Sungeun Hong, Jongbin Ryu:
Unsupervised Face Domain Transfer for Low-Resolution Face Recognition. IEEE Signal Process. Lett. 27: 156-160 (2020) - [c7]Jongbin Ryu, Gitaek Kwon, Ming-Hsuan Yang, Jongwoo Lim:
Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition. ICLR 2020 - [i5]Jongbin Ryu, Jiun Bae, Jongwoo Lim:
Collaborative Training of Balanced Random Forests for Open Set Domain Adaptation. CoRR abs/2002.03642 (2020)
2010 – 2019
- 2019
- [c6]Changhee Won, Jongbin Ryu, Jongwoo Lim:
OmniMVS: End-to-End Learning for Omnidirectional Stereo Matching. ICCV 2019: 8986-8995 - [c5]Changhee Won, Jongbin Ryu, Jongwoo Lim:
SweepNet: Wide-baseline Omnidirectional Depth Estimation. ICRA 2019: 6073-6079 - [i4]Changhee Won, Jongbin Ryu, Jongwoo Lim:
SweepNet: Wide-baseline Omnidirectional Depth Estimation. CoRR abs/1902.10904 (2019) - [i3]Changhee Won, Jongbin Ryu, Jongwoo Lim:
OmniMVS: End-to-End Learning for Omnidirectional Stereo Matching. CoRR abs/1908.06257 (2019) - 2018
- [j4]Sungeun Hong, Jongbin Ryu, Woobin Im, Hyun Seung Yang:
D3: Recognizing dynamic scenes with deep dual descriptor based on key frames and key segments. Neurocomputing 273: 611-621 (2018) - [j3]Sungeun Hong, Jongbin Ryu, Hyun Seung Yang:
Not all frames are equal: aggregating salient features for dynamic texture classification. Multidimens. Syst. Signal Process. 29(1): 279-298 (2018) - [c4]Jongbin Ryu, Ming-Hsuan Yang, Jongwoo Lim:
DFT-based Transformation Invariant Pooling Layer for Visual Classification. ECCV (14) 2018: 89-104 - [c3]Hakjin Lee, Jongbin Ryu, Jongwoo Lim:
Joint Object Tracking and Segmentation with Independent Convolutional Neural Networks. CoVieW@MM 2018: 7-13 - 2017
- [c2]Sungeun Hong, Woobin Im, Jongbin Ryu, Hyun Seung Yang:
SSPP-DAN: Deep domain adaptation network for face recognition with single sample per person. ICIP 2017: 825-829 - [i2]Sungeun Hong, Woobin Im, Jongbin Ryu, Hyun Seung Yang:
SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person. CoRR abs/1702.04069 (2017) - [i1]Sungeun Hong, Jongbin Ryu, Woobin Im, Hyun Seung Yang:
Recognizing Dynamic Scenes with Deep Dual Descriptor based on Key Frames and Key Segments. CoRR abs/1702.04479 (2017) - 2016
- [j2]Jongbin Ryu, Hyun Seung Yang:
Locality-preserving descriptor for robust texture feature representation. Neurocomputing 214: 729-738 (2016) - 2015
- [j1]Jongbin Ryu, Sungeun Hong, Hyun Seung Yang:
Sorted Consecutive Local Binary Pattern for Texture Classification. IEEE Trans. Image Process. 24(7): 2254-2265 (2015) - 2013
- [c1]Jong Bin Ryu, Hyun Seung Yang, Yong-Ho Seo:
Real Time Eye Blinking Detection Using Local Ternary Pattern and SVM. BWCCA 2013: 598-601
Coauthor Index
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