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Graph Transformer Networks
S Yun, M Jeong, R Kim, J Kang, HJ Kim
Advances in Neural Information Processing Systems 32, 11983-11993, 2019
2752019
Maximizing subset accuracy with recurrent neural networks in multi-label classification
J Nam, E Loza Mencía, HJ Kim, J Fürnkranz
Advances in neural information processing systems 30, 2017
1362017
Riemannian computing in computer vision
PK Turaga, A Srivastava
Springer International Publishing, 2016
582016
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
532018
Multivariate general linear models (MGLM) on Riemannian manifolds with applications to statistical analysis of diffusion weighted images
HJ Kim, N Adluru, MD Collins, MK Chung, BB Bendlin, SC Johnson, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern ¡¦, 2014
522014
Hotr: End-to-end human-object interaction detection with transformers
B Kim, J Lee, J Kang, ES Kim, HJ Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern ¡¦, 2021
472021
Mixed effects neural networks (menets) with applications to gaze estimation
Y Xiong, HJ Kim, V Singh
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern ¡¦, 2019
452019
UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection
B Kim, T Choi, J Kang, HJ Kim
European Conference on Computer Vision, 2020
402020
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs
D Hwang, J Park, S Kwon, KM Kim, JW Ha, HJ Kim
Advances in Neural Information Processing Systems 33, 10294-10305, 2020
252020
Canonical correlation analysis on riemannian manifolds and its applications
HJ Kim, N Adluru, BB Bendlin, SC Johnson, BC Vemuri, V Singh
Proceedings of the European conference on computer vision (ECCV), 2014
252014
Efficient relative attribute learning using graph neural networks
Z Meng, N Adluru, HJ Kim, G Fung, V Singh
Proceedings of the European conference on computer vision (ECCV), 552-567, 2018
232018
Riemannian nonlinear mixed effects models: Analyzing longitudinal deformations in neuroimaging
HJ Kim, N Adluru, H Suri, BC Vemuri, SC Johnson, V Singh
Proceedings of the IEEE Conference on Computer Vision and Pattern ¡¦, 2017
222017
Antnets: Mobile convolutional neural networks for resource efficient image classification
Y Xiong, HJ Kim, V Hedau
arXiv preprint arXiv:1904.03775, 2019
172019
Predicting unseen labels using label hierarchies in large-scale multi-label learning
J Nam, E Loza Mencía, HJ Kim, J Fürnkranz
Joint European conference on machine learning and knowledge discovery in ¡¦, 2015
172015
Text-to-image cross-modal retrieval of magazine articles based on higher-order pattern recall by hypernetworks
JW Ha, BH Kim, HW Kim, W Yoon, JH Eom, BT Zhang
brain 3, 4, 2010
152010
Manifold-valued Dirichlet processes
H Kim, J Xu, B Vemuri, V Singh
International Conference on Machine Learning, 1199-1208, 2015
122015
Evolutionary hypernetworks for learning to generate music from examples
HW Kim, BH Kim, BT Zhang
2009 IEEE International Conference on Fuzzy Systems, 47-52, 2009
102009
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
Conference on Uncertainty in Artificial Intelligence, 2019
82019
Cover Song Identification with Metric Learning Using Distance as a Feature
H Heo, HJ Kim, WS Kim, K Lee
The International Society of Music Information Retrieval (ISMIR), 2017
82017
Latent Variable Graphical Model Selection using Harmonic Analysis: Applications to the Human Connectome Project (HCP)
WH Kim, HJ Kim, N Adluru, V Singh
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016
62016
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