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Publication date Communities Collections Article title Author(s) Journal/Conference
24 Aug 2022 SERC Institute for Infocomm Research Exploring deep transfer learning interference classification on neural style transfer generated synthetic SAR datasets Richard Capraru, Ritchie Matt, Jian-Gang Wang, Boon Hee Soong IEEE Vehicular Technology Society (VTS) Asia Pacific Wireless Communications Symposium (APWCS) (2022)
30 Aug 2021 SERC Institute for Infocomm Research Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification Li Zhang, Qing Wang, KONG AIK LEE, Lei Xie, Haizhou Li Interspeech 2021
28 Jun 2021 SERC Institute for Infocomm Research Transfer Learning-Based Artificial Intelligence-Integrated Physical Modeling to Enable Failure Analysis for 3 Nanometer and Smaller Silicon-Based CMOS Transistors Jieming Pan, Kain Lu Low, Joydeep Ghosh, Senthilnath Jayavelu, Md Meftahul Ferdaus, Shang Yi Lim, Evgeny Zamburg, Yida Li, Baoshan Tang, Xinghua Wang, Jin Feng Leong, Savitha Ramasamy, Tonio Buonassisi, Chen-Khong Tham, Aaron Voon-Yew Thean ACS Applied Nano Materials
7 May 2021 SERC Institute for Infocomm Research Deep Multimodal Transfer Learning for Cross-Modal Retrieval Liangli Zhen, Peng Hu, Xi Peng, Rick Siow Mong Goh, Joey Tianyi Zhou IEEE Transactions on Neural Networks and Learning Systems
20 Nov 2020 SERC Institute for Infocomm Research Secure Transfer Learning for Machine Fault Diagnosis Under Different Operating Conditions Chao Jin, Mohamed Ragab, Kin Mi Mi Aung International Conference on Provable and Practical Security
21 Oct 2020 SERC Institute for Infocomm Research Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chuan Sheng Foo, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li IEEE Transactions on Industrial Informatics
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
7 Sep 2020 SERC Institute for Infocomm Research Adversarial Transfer Learning for Machine Remaining Useful Life Prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li 2020 IEEE International Conference on Prognostics and Health Management (ICPHM)
25 Aug 2020 SERC Institute for Infocomm Research Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan IEEE Transactions on Neural Networks and Learning Systems
31 Jan 2020 SERC Institute for Infocomm Research DCE-MRI pharmacokinetic parameter maps for cervical carcinoma prediction Jianbo Shao, Zhuo Zhang, Huiying Liu, Ying Song, Zhihan Yan, Xue Wang, Zuju Hou Computers in Biology and Medicine
10 Jan 2020 SERC Institute for Infocomm Research Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery Senthilnath J, Varia Neelanshi, Dokania Akanksha, Anand Gaotham, Benediktsson Jón Atli Remote Sensing
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
1 Jul 2019 SERC Institute for Infocomm Research Weighted Transfer Learning for Improving Motor Imagery-Based Brain–Computer Interface Ahmed M. Azab, Lyudmila Mihaylova, Kai Keng Ang, Mahnaz Arvaneh IEEE Transactions on Neural Systems and Rehabilitation Engineering
5 Dec 2017 SERC Institute for Infocomm Research Transfer learning for Children's speech recognition Rong Tong, Lei Wang, Bin Ma 2017 International Conference on Asian Language Processing (IALP)