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Yonsei University: Seoul, KR

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Source: Self-asserted source
Seong Jae Hwang

Works (28)

Complementary branch fusing class and semantic knowledge for robust weakly supervised semantic segmentation

Pattern Recognition
2025-01 | Journal article
Contributors: Woojung Han; Seil Kang; Kyobin Choo; Seong Jae Hwang
Source: check_circle
Crossref

MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data

Medical Image Analysis
2023-10 | Journal article
Contributors: Mahbaneh Eshaghzadeh Torbati; Davneet S. Minhas; Charles M. Laymon; Pauline Maillard; James D. Wilson; Chang-Le Chen; Ciprian M. Crainiceanu; Charles S. DeCarli; Seong Jae Hwang; Dana L. Tudorascu
Source: check_circle
Crossref

Domain adversarial neural networks for domain generalization: when it works and how to improve

Machine Learning
2023-07 | Journal article
Contributors: Anthony Sicilia; Xingchen Zhao; Seong Jae Hwang
Source: check_circle
Crossref

Developmental morphology of the cervical vertebrae and the emergence of sexual dimorphism in size and shape: A computed tomography study

Anatomical Record
2021 | Journal article
EID:

2-s2.0-85096748991

Part of ISSN: 19328494 19328486
Contributors: Miller, C.A.; Hwang, S.J.; Cotter, M.M.; Vorperian, H.K.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Domain adversarial neural networks for domain generalization: When it works and how to improve

arXiv
2021 | Other
EID:

2-s2.0-85102108983

Part of ISSN: 23318422
Contributors: Sicilia, A.; Zhao, X.; Hwang, S.J.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Learning Multi-resolution Graph Edge Embedding for Discovering Brain Network Dysfunction in Neurological Disorders

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | Book
EID:

2-s2.0-85111419829

Part of ISSN: 16113349 03029743
Contributors: Ma, X.; Wu, G.; Hwang, S.J.; Kim, W.H.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Multi-domain learning by meta-learning: Taking optimal steps in multi-domain loss landscapes by inner-loop learning

arXiv
2021 | Other
EID:

2-s2.0-85102669686

Part of ISSN: 23318422
Contributors: Sicilia, A.; Zhao, X.; Minhas, D.S.; O’Connor, E.E.; Aizenstein, H.J.; Klunk, W.E.; Tudorascu, D.L.; Hwang, S.J.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Multi-domain learning by meta-learning: Taking optimal steps in multi-domain loss landscapes by inner-loop learning

Proceedings - International Symposium on Biomedical Imaging
2021 | Conference paper
EID:

2-s2.0-85107206696

Part of ISSN: 19458452 19457928
Contributors: Sicilia, A.; Zhao, X.; Minhas, D.S.; O'Connor, E.E.; Aizenstein, H.J.; Klunk, W.E.; Tudorascu, D.L.; Hwang, S.J.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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PAC Bayesian performance guarantees for deep (Stochastic) networks in medical imaging

arXiv
2021 | Other
EID:

2-s2.0-85106070236

Part of ISSN: 23318422
Contributors: Sicilia, A.; Zhao, X.; Sosnovskikh, A.; Hwang, S.J.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Robust white matter hyperintensity segmentation on unseen domain

arXiv
2021 | Other
EID:

2-s2.0-85102022248

Part of ISSN: 23318422
Contributors: Zhao, X.; Sicilia, A.; Minhas, D.S.; O’Connor, E.E.; Aizenstein, H.J.; Klunk, W.E.; Tudorascu, D.L.; Hwang, S.J.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Robust white matter hyperintensity segmentation on unseen domain

Proceedings - International Symposium on Biomedical Imaging
2021 | Conference paper
EID:

2-s2.0-85107206542

Part of ISSN: 19458452 19457928
Contributors: Zhao, X.; Sicilia, A.; Minhas, D.S.; O'Connor, E.E.; Aizenstein, H.J.; Klunk, W.E.; Tudorascu, D.L.; Hwang, S.J.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Anatomic development of the upper airway during the first five years of life: A three-dimensional imaging study

2021-10-26 | Preprint
Contributors: Ying Ji Chuang; Seong Jae Hwang; Kevin A. Buhr; Courtney A. Miller; Gregory D. Avey; Brad H. Story; Houri K. Vorperian
Source: check_circle
Crossref

Classifying Nuclei Shape Heterogeneity in Breast Tumors with Skeletons

2020 | Book chapter
Contributors: Brian Falkenstein; Adriana Kovashka; Seong Jae Hwang; S. Chakra Chennubhotla
Source: check_circle
Crossref
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Learning Amyloid Pathology Progression from Longitudinal PIB-PET Images in Preclinical Alzheimer's Disease

Proceedings - International Symposium on Biomedical Imaging
2020 | Conference paper
EID:

2-s2.0-85085865243

Part of ISSN: 19458452 19457928
Contributors: Hao, W.; Vogt, N.M.; Meng, Z.; Hwang, S.J.; Koscik, R.L.; Johnson, S.C.; Bendlin, B.B.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Online graph completion: Multivariate signal recovery in computer vision

arXiv
2020 | Other
EID:

2-s2.0-85095484392

Part of ISSN: 23318422
Contributors: Kim, W.H.; Jalal, M.; Hwang, S.; Johnson, S.C.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Associations between positron emission tomography amyloid pathology and diffusion tensor imaging brain connectivity in pre-clinical Alzheimer's disease

Brain Connectivity
2019 | Journal article
EID:

2-s2.0-85057257177

Part of ISSN: 21580022 21580014
Contributors: Hwang, S.J.; Adluru, N.; Kim, W.H.; Johnson, S.C.; Bendlin, B.B.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Cerebrospinal fluid biomarkers of neurofibrillary tangles and synaptic dysfunction are associated with longitudinal decline in white matter connectivity: A multi-resolution graph analysis

NeuroImage: Clinical
2019 | Journal article
EID:

2-s2.0-85057215577

Part of ISSN: 22131582
Contributors: Kim, W.H.; Racine, A.M.; Adluru, N.; Hwang, S.J.; Blennow, K.; Zetterberg, H.; Carlsson, C.M.; Asthana, S.; Koscik, R.L.; Johnson, S.C. et al.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Cervical vertebral body growth and emergence of sexual dimorphism: a developmental study using computed tomography

Journal of Anatomy
2019 | Journal article
EID:

2-s2.0-85063767051

Part of ISSN: 14697580 00218782
Contributors: Miller, C.A.; Hwang, S.J.; Cotter, M.M.; Vorperian, H.K.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Conditional recurrent flow: Conditional generation of longitudinal samples with applications to neuroimaging

Proceedings of the IEEE International Conference on Computer Vision
2019 | Conference paper
EID:

2-s2.0-85081931376

Part of ISSN: 15505499
Contributors: Hwang, S.J.; Tao, Z.; Singh, V.; Kim, W.H.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Large-scale training framework for video annotation

Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2019 | Conference paper
EID:

2-s2.0-85071151515

Contributors: Hwang, S.J.; Gordon, A.; Lee, J.; Xu, Z.; Varadarajan, B.; Natsev, A.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging

35th Conference on Uncertainty in Artificial Intelligence, UAI 2019
2019 | Conference paper
EID:

2-s2.0-85084016104

Contributors: Hwang, S.J.; Mehta, R.R.; Kim, H.J.; Johnson, S.C.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Conditional recurrent flow: Conditional generation of longitudinal samples with spplications to neuroimaging

arXiv
2018 | Other
EID:

2-s2.0-85097967583

Part of ISSN: 23318422
Contributors: Hwang, S.J.; Kim, W.H.; Tao, Z.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Sampling-free uncertainty estimation in gated recurrent units with exponential families

arXiv
2018 | Other
EID:

2-s2.0-85093052404

Part of ISSN: 23318422
Contributors: Hwang, S.J.; Mehta, R.; Kim, H.J.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Tensorize, Factorize and Regularize: Robust Visual Relationship Learning

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2018 | Conference paper
EID:

2-s2.0-85059844395

Part of ISSN: 10636919
Contributors: Hwang, S.J.; Kim, H.J.; Ravi, S.N.; Collins, M.D.; Tao, Z.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Online graph completion: Multivariate signal recovery in computer vision

Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017
2017 | Conference paper
EID:

2-s2.0-85044296348

Contributors: Kim, W.H.; Jalal, M.; Hwang, S.; Johnson, S.C.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Adaptive signal recovery on graphs via harmonic analysis for experimental design in neuroimaging

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84990029954

Part of ISSN: 16113349 03029743
Contributors: Kim, W.H.; Hwang, S.J.; Adluru, N.; Johnson, S.C.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2016 | Conference paper
EID:

2-s2.0-84986313439

Part of ISSN: 10636919
Contributors: Hwang, S.J.; Adluru, N.; Collins, M.D.; Ravi, S.N.; Bendlin, B.B.; Johnson, S.C.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
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A projection free method for generalized eigenvalue problem with a nonsmooth regularizer

Proceedings of the IEEE International Conference on Computer Vision
2015 | Conference paper
EID:

2-s2.0-84973866034

Part of ISSN: 15505499
Contributors: Hwang, S.J.; Collins, M.D.; Ravi, S.N.; Ithapu, V.K.; Adluru, N.; Johnson, S.C.; Singh, V.
Source: Self-asserted source
Seong Jae Hwang via Scopus - Elsevier
grade
Preferred source (of 2)‎