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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Oct 2022 SERC Institute for Infocomm Research ACT-NET: Asymmetric Co-Teacher Network for Semi-Supervised Memory-Efficient Medical Image Segmentation Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan 2022 IEEE International Conference on Image Processing (ICIP)
12 Jul 2022 SERC Institute for Infocomm Research Automated Detection and Segmentation of HBMs in 3D X-ray Images using Semi-Supervised Deep Learning Ramanpreet Singh Pahwa, Richard Chang, Wang Jie, Xu Xun, Oo Zaw Min, Foo Chuan Sheng, Chong Ser Choong, Vempati Srinivasa Rao 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC)
30 May 2022 SERC Institute for Infocomm Research Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong IEEE Transactions on Dependable and Secure Computing
18 Apr 2022 SERC Institute for Infocomm Research Bi-LSTM-Based Two-Stream Network for Machine Remaining Useful Life Prediction Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
22 Feb 2022 SERC Institute for Infocomm Research Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra AAAI 2022
17 Jan 2022 SERC Institute for Infocomm Research Diagnostic Performance of a Deep Learning Model Deployed at a National COVID-19 Screening Facility for Detection of Pneumonia on Frontal Chest Radiographs Jordan Z. T. Sim, Yong-Han Ting, Yuan Tang, Yangqin Feng, Xiaofeng Lei, Xiaohong Wang, Wen-Xiang Chen, Su Huang, Sum-Thai Wong, Zhongkang Lu, Yingnan Cui, Soo-Kng Teo, Xin-Xing Xu, Weimin Huang, Cher-Heng Tan Healthcare
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)
9 Dec 2021 SERC Institute for Infocomm Research Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
9 Dec 2021 SERC Institute for Infocomm Research Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao, Zeyu Ma, Yanjie Liu, Zeng Zeng, Pierce KH Chow 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
19 Oct 2021 SERC Institute for Infocomm Research Attention based Temporal convolutional network for ϕ-OTDR event classification Manling Tian, Hui Dong, Kuanglu Yu 2021 19th International Conference on Optical Communications and Networks (ICOCN)