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Publication date Communities Collections Article title Author(s) Journal/Conference
12 Mar 2024 SERC Institute for Infocomm Research COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection (Pending publish) Jingyi Liao, Xun Xu, Manh Cuong Nguyen, Adam Goodge, Chuan Sheng Foo IEEE Transactions on Image Processing
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
13 Oct 2019 SERC Institute for Infocomm Research Towards Practical Unsupervised Anomaly Detection on Retinal Images Khalil Ouardini Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo DART 2019, MIL3ID 2019: Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
12 Dec 2018 SERC Institute for Infocomm Research Data Analysis for Anomaly Detection to Secure Rail Network Huaqun Guo, Xiaoyi Shen, Wang Ling Goh, Luying Zhou IEEE International Conference on Intelligent Rail Transport (ICIRT 2018)