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Publication date Communities Collections Article title Author(s) Journal/Conference
25 May 2026 SERC Institute for Infocomm Research Consistency-based Semi-supervised Evidential Active Learning Framework for Robust Classification of Radiology Images Shafa Balaram, Manh Cuong Nguyen, Yang Yu, Ivan Ho Mien, Huijuan Yang, Navya Sindhu Vanjavaka, Nurul Hafidzah Rahim, Alistair Giap Chuan Koh, Shaheen Low, Ashish Jith Sreejith Kumar, Feri Guretno, Yih Yian Sitoh, Ashraf Kassim, Pavitra Krishnaswamy IEEE Journal of Biomedical and Health Informatics
12 Mar 2024 SERC Institute for Infocomm Research COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection Jingyi Liao, Xun Xu, Manh Cuong Nguyen, Adam Goodge, Chuan Sheng Foo IEEE Transactions on Image Processing
7 Nov 2023 SERC Institute for Infocomm Research Revisiting pretraining for semi-supervised learning in the low-label regime Xun Xu, Jingyi Liao, Lile Cai, Manh Cuong Nguyen, Kangkang Lu, Wanyue Zhang, Yasin Yazici, Chuan Sheng Foo Neurocomputing
4 Jun 2023 SERC Institute for Infocomm Research On Adversarial Robustness of Audio Classifiers Kangkang Lu, Manh Cuong Nguyen, Xun Xu, Chuan Sheng Foo ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
16 Feb 2023 SERC Institute for Infocomm Research Diverse and consistent multi-view networks for semi-supervised regression Cuong Nguyen, Arun Raja, Le Zhang, Xun Xu, Balagopal Unnikrishnan, Mohamed Ragab, Kangkang Lu, Chuan-Sheng Foo Machine Learning
3 Nov 2022 SERC Institute for Infocomm Research Correlated Bayesian Co-Training for Virtual Metrology Cuong Nguyen, Xin Li, Shawn Blanton, Xiang Li IEEE Transactions on Semiconductor Manufacturing
27 Jul 2022 SERC Institute for Infocomm Research SemiCurv: Semi-Supervised Curvilinear Structure Segmentation Xun Xu, Manh Cuong Nguyen, Yasin Yazici, Kangkang Lu, Hlaing Min, Chuan-Sheng Foo IEEE Transactions on Image Processing
1 Jul 2021 SERC Institute for Infocomm Research Semi-supervised classification of radiology images with NoTeacher: A teacher that is not mean Balagopal Unnikrishnan, Cuong Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy Medical Image Analysis