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3D Matting: A Soft Segmentation Method Applied in Computed Tomography


Sep 16, 2022
Lin Wang, Xiufen Ye, Donghao Zhang, Wanji He, Lie Ju, Xin Wang, Wei Feng, Kaimin Song, Xin Zhao, Zongyuan Ge

* 12 pages, 7 figures 

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Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings


Sep 13, 2022
Zhen Yu, Toan Nguyen, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge

* in The 25th International Conference on Medical Image Computing and Computer Assisted Intervention 

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Leukocyte Classification using Multimodal Architecture Enhanced by Knowledge Distillation


Aug 17, 2022
Litao Yang, Deval Mehta, Dwarikanath Mahapatra, Zongyuan Ge

* Accepted to MICCAI 2022 workshop - MOVI2022 

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Deep Laparoscopic Stereo Matching with Transformers


Jul 25, 2022
Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Tom Drummond, Zhiyong Wang, Zongyuan Ge

* Accepted to MICCAI 2022; Xuelian Cheng and Yiran Zhong made equal contributions. Code:https://github.com/XuelianCheng/HybridStereoNet-main.git 

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Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization


Jul 08, 2022
Wei Feng, Lin Wang, Lie Ju, Xin Zhao, Xin Wang, Xiaoyu Shi, Zongyuan Ge

* 10 pages, 2 figures, Accepted by MICCAI 2022 

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Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images


Jun 30, 2022
Deval Mehta, Yaniv Gal, Adrian Bowling, Paul Bonnington, Zongyuan Ge

* Accepted to MICCAI 2022 (top 13% paper; early accept) 

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Camera Adaptation for Fundus-Image-Based CVD Risk Estimation


Jun 18, 2022
Zhihong Lin, Danli Shi, Donghao Zhang, Xianwen Shang, Mingguang He, Zongyuan Ge

* This preprint has not undergone peer review (when applicable) or any post-submission improvements or corrections. The Version of Record of this contribution will be added soon 

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Flexible Sampling for Long-tailed Skin Lesion Classification


Apr 07, 2022
Lie Ju, Yicheng Wu, Lin Wang, Zhen Yu, Xin Zhao, Xin Wang, Paul Bonnington, Zongyuan Ge


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Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization


Mar 23, 2022
Wei Dong, Junsheng Wu, Yi Luo, Zongyuan Ge, Peng Wang

* Paper is accepted to CVPR 2022. Codes and supplementary materials are available at https://github.com/dongwei156/n2n 

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Implicit Motion Handling for Video Camouflaged Object Detection


Mar 15, 2022
Xuelian Cheng, Huan Xiong, Deng-Ping Fan, Yiran Zhong, Mehrtash Harandi, Tom Drummond, Zongyuan Ge

* Accepted to CVPR 2022; Xuelian Cheng and Huan Xiong made equal contributions; Corresponding author: Deng-Ping Fan ([email protected]). Dataset: https://xueliancheng.github.io/SLT-Net-project 

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