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Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition


Apr 22, 2021
Lie Ju, Xin Wang, Lin Wang, Tongliang Liu, Xin Zhao, Tom Drummond, Dwarikanath Mahapatra, Zongyuan Ge


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Semi-supervised Left Atrium Segmentation with Mutual Consistency Training


Mar 04, 2021
Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai, Lei Zhang


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Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation


Feb 28, 2021
Lie Ju, Xin Wang, Lin Wang, Dwarikanath Mahapatra, Xin Zhao, Mehrtash Harandi, Tom Drummond, Tongliang Liu, Zongyuan Ge


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Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling


Nov 27, 2020
Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Tom Drummond, Zongyuan Ge


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Hierarchical Neural Architecture Search for Deep Stereo Matching


Oct 26, 2020
Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Tom Drummond, Hongdong Li, Zongyuan Ge

* Accepted at NeurIPS 2020; Xuelian Cheng and Yiran Zhong made equal contribution 

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Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images


Jun 19, 2020
Zhen Yu, Jennifer Nguyen, Xiaojun Chang, John Kelly, Catriona Mclean, Lei Zhang, Victoria Mar, Zongyuan Ge

* submission of miccai 2020 

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Synergic Adversarial Label Learning with DR and AMD for Retinal Image Grading


Mar 27, 2020
Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Zongyuan Ge


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Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation


Mar 24, 2020
Lie Ju, Xin Wang, Quan Zhou, Hu Zhu, Mehrtash Harandi, Paul Bonnington, Tom Drummond, Zongyuan Ge


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ZSTAD: Zero-Shot Temporal Activity Detection


Mar 12, 2020
Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander Hauptmann


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Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation


Oct 11, 2019
Yunyan Xing, Zongyuan Ge, Rui Zeng, Dwarikanath Mahapatra, Jarrel Seah, Meng Law, Tom Drummond

* Accepted to the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019 

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Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention


Jul 09, 2019
Qingyi Tao, Zongyuan Ge, Jianfei Cai, Jianxiong Yin, Simon See

* Accepted by MICCAI 2019 

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Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information


Apr 11, 2019
Dwarikanath Mahapatra, Zongyuan Ge


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Geometry-constrained Car Recognition Using a 3D Perspective Network


Mar 20, 2019
Rui Zeng, Zongyuan Ge, Simon Denman, Sridha Sridharan, Clinton Fookes


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Model-less Active Compliance for Continuum Robots using Recurrent Neural Networks


Feb 24, 2019
David Jakes, Zongyuan Ge, Liao Wu

* 7 pages, 13 figures, 1 table, 1 video 

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Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images


Aug 22, 2018
Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi


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Chest X-rays Classification: A Multi-Label and Fine-Grained Problem


Jul 24, 2018
Zongyuan Ge, Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi, Rajib Chakravorty


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Adversarial Discriminative Sim-to-real Transfer of Visuo-motor Policies


May 31, 2018
Fangyi Zhang, Jürgen Leitner, Zongyuan Ge, Michael Milford, Peter Corke

* Under review for the International Journal of Robotics Research 

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Simple Online and Realtime Tracking


Jul 07, 2017
Alex Bewley, Zongyuan Ge, Lionel Ott, Fabio Ramos, Ben Upcroft

* Presented at ICIP 2016, code is available at https://github.com/abewley/sort 

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Subset Feature Learning for Fine-Grained Category Classification


May 09, 2015
Zongyuan Ge, Christopher Mccool, Conrad Sanderson, Peter Corke


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