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Abundant Inverse Regression using Sufficient Reduction and its Applications

Hyunwoo Kim

ConferenceIssue Date2017CitationEuropean Conference on Computer Vision (ECCV)PublisherEuropean Conference on Computer Vision (ECCV)PlaceNE
Canonical Correlation Analysis on Riemannian Manifolds and its Applications

Hyunwoo Kim

ConferenceIssue Date2014CitationEuropean Conference on Computer Vision (ECCV)PublisherEuropean Conference on Computer Vision (ECCV)PlaceSZ
Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection

Hyunwoo Kim

ConferenceIssue Date2022CitationThe IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)PublisherCVFPlaceUS
Cover Song Identification with Metric Learning Using Distance as a Feature

Hyunwoo Kim

ConferenceIssue Date2017CitationInternational Society for Music Information Retrieval Conference (ISMIR)PublisherInternational Society for Music Information Retrieval Conference (ISMIR)PlaceCC
Deformable Graph Convolutional Networks

Hyunwoo Kim

ConferenceIssue Date2022CitationAssociation for the Advancement of Artificial Intelligence (AAAI)PublisherAAAIPlaceUS
Efficient Relative Attribute Learning using Graph Neural Networks

Hyunwoo Kim

ConferenceIssue Date2018CitationEuropean Conference on Computer VisionPublisherEuropean Conference on Computer VisionPlaceGE
SCIESCOPUS
Explainable Time-Series Prediction Using a Residual Network and Gradient-Based Methods

Choi, Hyojung; Jung, Chanhwi; Kang, Taein; Kim, Hyunwoo J.; Kwak, Il-Youp

ArticleIssue Date2022CitationIEEE ACCESS, v.10, pp 108469 - 108482PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Graph Transformer Networks

Hyunwoo Kim

ConferenceIssue Date2019CitationAdvances in Neural Information Processing Systems (NeurIPS)PublisherNeural Information Processing Systems (NeurIPS)PlaceCN
SCIESCOPUS
Graph Transformer Networks: Learning meta-path graphs to improve GNNsopen access

Yun, Seongjun; Jeong, Minbyul; Yoo, Sungdong; Lee, Seunghun; Yi, Sean S.; Kim, Raehyun; Kang, Jaewoo; Kim, Hyunwoo J.

ArticleIssue Date2022CitationNEURAL NETWORKS, v.153, pp 104 - 119PublisherPERGAMON-ELSEVIER SCIENCE LTD
HOTR: End-to-End Human-Object Interaction Detection With Transformers

Hyunwoo Kim

ConferenceIssue Date2021CitationComputer Vision and Pattern RecognitionPublisherComputer Vision and Pattern RecognitionPlaceUS
Interpolation on the manifold of k component Gaussian Mixture Models (GMMs)

Hyunwoo Kim

ConferenceIssue Date2015CitationInternational Conference on Computer Vision (ICCV)PublisherInternational Conference on Computer Vision (ICCV)PlaceUS
Latent Variable Graphical Model Selection using Harmonic Analysis: Applications to the Human Connectome Project (HCP)

Hyunwoo Kim

ConferenceIssue Date2016CitationComputer Vision and Pattern Recognition (CVPR)PublisherComputer Vision and Pattern Recognition (CVPR)PlaceUS
SCIESCOPUS
Learning Augmentation for GNNs With Consistency Regularization

Park, Hyeonjin; Lee, Seunghun; Hwang, Dasol; Jeong, Jisu; Kim, Kyung-Min; Ha, Jung-Woo; Kim, Hyunwoo J.

ArticleIssue Date2021CitationIEEE ACCESS, v.9, pp 127961 - 127972PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Learning Non-Parametric Surrogate Losses With Correlated Gradients

Yoa, Seungdong; Park, Jinyoung; Kim, Hyunwoo J.

ArticleIssue Date2021CitationIEEE ACCESS, v.9, pp 141199 - 141209PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Learning to Balance Local Losses via Meta-Learning

Yoa, Seungdong; Jeon, Minkyu; Oh, Youngjin; Kim, Hyunwoo J.

ArticleIssue Date2021CitationIEEE ACCESS, v.9, pp 130834 - 130844PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Manifold-valued Dirichlet Processes

Hyunwoo Kim

ConferenceIssue Date2015CitationInternational Conference on Machine Learning (ICML)PublisherInternational Conference on Machine Learning (ICML)PlaceUS
Metropolis-Hastings Data Augmentation for Graph Neural Networks

Hyunwoo Kim

ConferenceIssue Date2021CitationNeural Information Processing Systems (NeurIPS)PublisherNeural Information Processing Systems (NeurIPS)PlaceCN
Mixed Effects Neural Networks (MeNets) with Applications to Gaze Estimation

Hyunwoo Kim

ConferenceIssue Date2019CitationComputer Vision and Pattern RecognitionPublisherComputer Vision and Pattern RecognitionPlaceUS
Multi-label Text Classification with Recurrent Neural Networks

Hyunwoo Kim

ConferenceIssue Date2017CitationAdvances in Neural Information Processing Systems (NIPS)PublisherNeural Information Processing Systems (NIPS)PlaceUS
Multivariate General Linear Models (MGLMs) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images

Hyunwoo Kim

ConferenceIssue Date2014CitationComputer Vision and Pattern Recognition (CVPR)PublisherComputer Vision and Pattern Recognition (CVPR)PlaceUS
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