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Publication date Communities Collections Article title Author(s) Journal/Conference
14 Jun 2024 SERC Institute for Infocomm Research From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li IEEE Transactions on Neural Networks and Learning Systems
4 Feb 2024 SERC Institute for Infocomm Research MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
8 Oct 2023 SERC Institute for Infocomm Research Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks Kaixin Xu, Zhe Wang, Xue Geng, Min Wu, Xiaoli Li, Weisi Lin International Conference on Computer Vision (ICCV) 2023
11 Sep 2023 SERC Institute for Infocomm Research Metagrad: Adaptive Gradient Quantization with Hypernetworks Kaixin Xu, Alina Hui Xiu Lee, Ziyuan Zhao, Zhe Wang, Min Wu, Weisi Lin 2023 IEEE International Conference on Image Processing (ICIP)
13 Oct 2022 SERC Institute for Infocomm Research LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou IEEE Transactions on Medical Imaging
8 Sep 2022 SERC Institute for Infocomm Research Self-supervised Assisted Active Learning for Skin Lesion Segmentation Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
20 Jun 2022 SERC Institute for Infocomm Research CoIn: Correlation Induced Clustering for Cognition of High Dimensional Bioinformatics Data Zeng Zeng, Ziyuan Zhao, Kaixin Xu, Yangfan Li, Cen Chen, Xiaofeng Zou, Yulan Wang, Wei Wei, Pierce KH Chow, Xiaoli Li IEEE Journal of Biomedical and Health Informatics
9 Dec 2021 SERC Institute for Infocomm Research Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
21 Sep 2021 SERC Institute for Infocomm Research MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
18 Jan 2021 SERC Institute for Infocomm Research DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan IEEE Journal of Biomedical and Health Informatics