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S$^2$Contact: Graph-based Network for 3D Hand-Object Contact Estimation with Semi-Supervised Learning


Aug 01, 2022
Tze Ho Elden Tse, Zhongqun Zhang, Kwang In Kim, Ales Leonardis, Feng Zheng, Hyung Jin Chang

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* Accepted to ECCV 2022 

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Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning


Jul 13, 2022
Boeun Kim, Hyung Jin Chang, Jungho Kim, Jin Young Choi

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* Accepted by ECCV 2022 

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Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution


Apr 27, 2022
Tze Ho Elden Tse, Kwang In Kim, Ales Leonardis, Hyung Jin Chang

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* Accepted to CVPR 2022 

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Repurposing Existing Deep Networks for Caption and Aesthetic-Guided Image Cropping


Jan 07, 2022
Nora Horanyi, Kedi Xia, Kwang Moo Yi, Abhishake Kumar Bojja, Ales Leonardis, Hyung Jin Chang

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* Pattern Recognition, 2022, 108485, ISSN 0031-3203 

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Contrastive Vicinal Space for Unsupervised Domain Adaptation


Dec 05, 2021
Jaemin Na, Dongyoon Han, Hyung Jin Chang, Wonjun Hwang

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* 10 pages, 7 figures, 5 tables 

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Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration


Sep 26, 2021
Alexander Thorley, Xi Jia, Hyung Jin Chang, Boyang Liu, Karina Bunting, Victoria Stoll, Antonio de Marvao, Declan P. O'Regan, Georgios Gkoutos, Dipak Kotecha, Jinming Duan

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* Accepted to MICCAI 2021 

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Learning a Model-Driven Variational Network for Deformable Image Registration


May 25, 2021
Xi Jia, Alexander Thorley, Wei Chen, Huaqi Qiu, Linlin Shen, Iain B Styles, Hyung Jin Chang, Ales Leonardis, Antonio de Marvao, Declan P. O'Regan, Daniel Rueckert, Jinming Duan

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders


Mar 30, 2021
Jiwoong Park, Junho Cho, Hyung Jin Chang, Jin Young Choi

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FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism


Mar 12, 2021
Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Linlin Shen, Ales Leonardis

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* accepted by CVPR2021, oral 

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