| Point cloud augmentation with weighted local transformations S Kim, S Lee, D Hwang, J Lee, SJ Hwang, HJ Kim Proceedings of the IEEE/CVF international conference on computer vision, 548-557, 2021 | 77 | 2021 |
| Tensorize, Factorize and Regularize: Robust Visual Relationship Learning SJ Hwang, SN Ravi, Z Tao, HJ Kim, MD Collins, V Singh Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 73 | 2018 |
| Domain adversarial neural networks for domain generalization: When it works and how to improve A Sicilia, X Zhao, SJ Hwang Machine Learning 112 (7), 2685-2721, 2023 | 71 | 2023 |
| A multi-scanner neuroimaging data harmonization using RAVEL and ComBat ME Torbati, DS Minhas, G Ahmad, EE O’Connor, J Muschelli, CM Laymon, ... Neuroimage 245, 118703, 2021 | 59 | 2021 |
| Fast object tracking framework for sports video recognition Z Han, X Dai, SJ Hwang, J Fass US Patent 9,449,230, 2016 | 44 | 2016 |
| Test-time Fourier Style Calibration for Domain Generalization X Zhao, C Liu, A Sicilia, SJ Hwang, Y Fu The 31st International Joint Conference on Artificial Intelligence (IJCAI-22), 2022 | 29 | 2022 |
| Cerebrospinal fluid biomarkers of neurofibrillary tangles and synaptic dysfunction are associated with longitudinal decline in white matter connectivity: a multi-resolution … WH Kim, AM Racine, N Adluru, SJ Hwang, K Blennow, H Zetterberg, ... NeuroImage: Clinical 21, 101586, 2019 | 28 | 2019 |
| Robust white matter hyperintensity segmentation on unseen domain X Zhao, A Sicilia, DS Minhas, EE O’Connor, HJ Aizenstein, WE Klunk, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1047-1051, 2021 | 17 | 2021 |
| Multi-scanner harmonization of paired neuroimaging data via structure preserving embedding learning ME Torbati, DL Tudorascu, DS Minhas, P Maillard, CS DeCarli, SJ Hwang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 17 | 2021 |
| The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error K Atwell, A Sicilia, SJ Hwang, M Alikhani Findings of the Association for Computational Linguistics: ACL 2022, 2022 | 16 | 2022 |
| Cervical vertebral body growth and emergence of sexual dimorphism: a developmental study using computed tomography CA Miller, SJ Hwang, MM Cotter, HK Vorperian Journal of Anatomy 234 (6), 764-777, 2019 | 15 | 2019 |
| Associations between positron emission tomography amyloid pathology and diffusion tensor imaging brain connectivity in pre-clinical Alzheimer's disease SJ Hwang, N Adluru, WH Kim, SC Johnson, BB Bendlin, V Singh Brain connectivity 9 (2), 162-173, 2019 | 15* | 2019 |
| A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer SJ Hwang, MD Collins, SN Ravi, VK Ithapu, N Adluru, SC Johnson, ... Proceedings of the IEEE International Conference on Computer Vision, 1841-1849, 2015 | 13 | 2015 |
| MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data ME Torbati, DS Minhas, CM Laymon, P Maillard, JD Wilson, CL Chen, ... Medical image analysis 89, 102926, 2023 | 12 | 2023 |
| Cycle consistent embedding of 3D brains with auto-encoding generative adversarial networks S Xing, H Sinha, SJ Hwang Medical Imaging with Deep Learning, 2021 | 12 | 2021 |
| Conditional recurrent flow: conditional generation of longitudinal samples with applications to neuroimaging SJ Hwang, Z Tao, WH Kim, V Singh Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 12 | 2019 |
| EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation C Kim, W Han, D Ju, SJ Hwang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 10 | 2024 |
| Developmental morphology of the cervical vertebrae and the emergence of sexual dimorphism in size and shape: A computed tomography study CA Miller, SJ Hwang, MM Cotter, HK Vorperian The Anatomical Record 304 (8), 1692-1708, 2021 | 10 | 2021 |
| Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging SJ Hwang, RR Mehta, HJ Kim, SC Johnson, V Singh Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial …, 2019 | 10* | 2019 |
| Pac-bayesian domain adaptation bounds for multiclass learners A Sicilia, K Atwell, M Alikhani, SJ Hwang Uncertainty in Artificial Intelligence, 1824-1834, 2022 | 9 | 2022 |
Vikas SinghUniversity of Wisconsin MadisonE-mailová adresa ověřena na: biostat.wisc.edu
