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Deformable Graph Transformer



Jinyoung Park , Seongjun Yun , Hyeonjin Park , Jaewoo Kang , Jisu Jeong , Kyung-Min Kim , Jung-woo Ha , Hyunwoo J. Kim

* 12 pages, 3 figures 

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Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction



Seongjun Yun , Seoyoon Kim , Junhyun Lee , Jaewoo Kang , Hyunwoo J. Kim

* NeurIPS 2021 

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Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection



Jihwan Park , SeungJun Lee , Hwan Heo , Hyeong Kyu Choi , Hyunwoo J. Kim

* CVPR2022 accepted 

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Video-Text Representation Learning via Differentiable Weak Temporal Alignment



Dohwan Ko , Joonmyung Choi , Juyeon Ko , Shinyeong Noh , Kyoung-Woon On , Eun-Sol Kim , Hyunwoo J. Kim


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Metropolis-Hastings Data Augmentation for Graph Neural Networks



Hyeonjin Park , Seunghun Lee , Sihyeon Kim , Jinyoung Park , Jisu Jeong , Kyung-Min Kim , Jung-Woo Ha , Hyunwoo J. Kim

* 10 pages, 5 figures 

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Improving Object Detection, Multi-object Tracking, and Re-Identification for Disaster Response Drones



Chongkeun Paik , Hyunwoo J. Kim


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Deformable Graph Convolutional Networks



Jinyoung Park , Sungdong Yoo , Jihwan Park , Hyunwoo J. Kim

* To be appear at AAAI2022 

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Point Cloud Augmentation with Weighted Local Transformations



Sihyeon Kim , Sanghyeok Lee , Dasol Hwang , Jaewon Lee , Seong Jae Hwang , Hyunwoo J. Kim

* 9 pages, Accepted to ICCV 2021 

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



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



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

* Accepted to CVPR 2021 (Oral Presentation) 

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