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Graph Transformer Networks: Learning Meta-path Graphs to Improve GNNs


Jun 11, 2021
Seongjun Yun, Minbyul Jeong, Sungdong Yoo, Seunghun Lee, Sean S. Yi, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim

* arXiv admin note: text overlap with arXiv:1911.06455 

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HOTR: End-to-End Human-Object Interaction Detection with Transformers


Apr 28, 2021
Bumsoo Kim, Junhyun Lee, Jaewoo Kang, Eun-Sol Kim, Hyunwoo J. Kim

* Accepted to CVPR 2021 (Oral Presentation) 

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Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods


Oct 20, 2020
Byungjoo Kim, Bryce Chudomelka, Jinyoung Park, Jaewoo Kang, Youngjoon Hong, Hyunwoo J. Kim

* ECCV 2020 

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Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs


Aug 18, 2020
Dasol Hwang, Jinyoung Park, Sunyoung Kwon, Kyung-Min Kim, Jung-Woo Ha, Hyunwoo J. Kim

* 14 pages, 4 figures 

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Unpaired Image Translation via Adaptive Convolution-based Normalization


Nov 29, 2019
Wonwoong Cho, Kangyeol Kim, Eungyeup Kim, Hyunwoo J. Kim, Jaegul Choo


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Graph Transformer Networks


Nov 06, 2019
Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim

* Neural Information Processing Systems (NeurIPS), 2019 

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ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification


Apr 07, 2019
Yunyang Xiong, Hyunwoo J. Kim, Varsha Hedau


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Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families


Sep 02, 2018
Seong Jae Hwang, Ronak Mehta, Hyunwoo J. Kim, Vikas Singh

* Version 2 

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Finding Differentially Covarying Needles in a Temporally Evolving Haystack: A Scan Statistics Perspective


Nov 20, 2017
Ronak Mehta, Hyunwoo J. Kim, Shulei Wang, Sterling C. Johnson, Ming Yuan, Vikas Singh


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