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Publication date Communities Collections Article title Author(s) Journal/Conference
21 Apr 2026 SERC Advanced Remanufacturing and Technology Centre  Characterisation and dripping anomaly detection in co-axial wire laser-directed energy deposition using acoustic emission Yuxuan Xie, Lequn Chen, Zichen Wang, Xian Wu, Peng Chen, Darren Wei Wen Low, Youxiang Chew, A. Senthil Kumar Virtual and Physical Prototyping
3 Dec 2025 SERC Institute for Infocomm Research Contra-Discriminative GAN-based Anomaly Detection Framework for Medical Images Tianze Yu, Huijuan Yang, Zhiping Lin, Ivan Ho Mien, Navya Vanjavaka, Nurul Hafidzah Rahim, Yih Yian Sitoh, Pavitra Krishnaswamy 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
29 May 2025 SERC Institute for Infocomm Research A foundation model–based framework for unsupervised gaze anomaly detection Kritika Johari, Jung-jae Kim, Wei Quin Yow, U-Xuan Tan Knowledge-Based Systems
6 Sep 2021 SERC Institute for Infocomm Research ENAD: An Ensemble Framework for Unsupervised Network Anomaly Detection Jingyi Liao, Sin G. Teo, Partha Pratim Kundu, Tram Truong-Huu 2021 IEEE International Conference on Cyber Security and Resilience (CSR)
31 Aug 2021 SERC Institute for Infocomm Research An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg, Wenyu Zhang, Jules Samaran, Savitha Ramasamy, Chuan-Sheng Foo IEEE Transactions on Neural Networks and Learning Systems
23 Aug 2021 SERC Institute for Infocomm Research Joint Anomaly Detection and Inpainting for Microscopy Images Via Deep Self-Supervised Learning Ling Huang, Deruo Cheng, Xulei Yang, Tong Lin, Yiqiong Shi, Kaiyi Yang, Bah Hwee Gwee, Bihan Wen 2021 IEEE International Conference on Image Processing (ICIP)
5 Jan 2021 SERC Institute for Infocomm Research Deep Unsupervised Anomaly Detection Tangqing Li, Zheng Wang, Siying Liu, Wen-Yan Lin Winter Conference on Applications of Computer Vision (WACV) 2021
2 Oct 2020 SERC Institute for Infocomm Research Transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection Xintong Li, Huijuan Yang, Zhiping Lin, Pavitra Krishnaswamy IMIMIC 2020, MIL3ID 2020, LABELS 2020: Interpretable and Annotation-Efficient Learning for Medical Image Computing
9 Apr 2020 SERC Institute for Infocomm Research Mahalanobis Distance based Adversarial Network For Anomaly Detection Yubo Hou, Zhenghua Chen, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Shubair Raed M. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
27 Oct 2019 SERC Institute for Infocomm Research FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision Ramanpreet Pahwa, Jin Chao, Jestine Paul, Yiqun Li, Tin Lay Nwe Ma, Shudong Xie, Ashish James, Arulmurugan Ambikapathi, Zeng Zeng, Vijay Chandrasekhar IEEE-ITSC 2019