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Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19


Nov 10, 2022
Liansheng Wang, Jiacheng Wang, Lei Zhu, Huazhu Fu, Ping Li, Gary Cheng, Zhipeng Feng, Shuo Li, Pheng-Ann Heng

* Codes are available at https://github.com/jcwang123/DM2TNet; Accepted by Transactions on Cybernetics 

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Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening


Nov 09, 2022
Kang Li, Lequan Yu, Pheng-Ann Heng

* Accepted to IEEE Transactions on Medical Imaging 

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A Survey on Generative Diffusion Model


Sep 21, 2022
Hanqun Cao, Cheng Tan, Zhangyang Gao, Guangyong Chen, Pheng-Ann Heng, Stan Z. Li


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ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery


Sep 16, 2022
Lanqing Li, Liang Zeng, Ziqi Gao, Shen Yuan, Yatao Bian, Bingzhe Wu, Hengtong Zhang, Chan Lu, Yang Yu, Wei Liu, Hongteng Xu, Jia Li, Peilin Zhao, Pheng-Ann Heng

* 32 pages, 7 figures, 8 tables, a machine learning benchmark submission 

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Multi-Task Mixture Density Graph Neural Networks for Predicting Cu-based Single-Atom Alloy Catalysts for CO2 Reduction Reaction


Sep 15, 2022
Chen Liang, Bowen Wang, Shaogang Hao, Guangyong Chen, Pheng-Ann Heng, Xiaolong Zou

* 22 pages, 3 figures, 2 tables 

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MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails


Aug 22, 2022
Kexin Chen, Guangyong Chen, Junyou Li, Yuansheng Huang, Pheng-Ann Heng


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Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations


Jul 20, 2022
Yang Yu, Zixu Zhao, Yueming Jin, Guangyong Chen, Qi Dou, Pheng-Ann Heng

* Accepted by IROS 2022 

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Instance Shadow Detection with A Single-Stage Detector


Jul 11, 2022
Tianyu Wang, Xiaowei Hu, Pheng-Ann Heng, Chi-Wing Fu

* Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). This is the journal version of arXiv:1911.07034 and https://openaccess.thecvf.com/content/CVPR2021/papers/Wang_Single-Stage_Instance_Shadow_Detection_With_Bidirectional_Relation_Learning_CVPR_2021_paper.pdf 

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RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection


Jul 08, 2022
Jinpeng Li, Haibo Jin, Shengcai Liao, Ling Shao, Pheng-Ann Heng


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