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Publication date Communities Collections Article title Author(s) Journal/Conference
16 Sep 2024 SERC Institute for Infocomm Research Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias Wenyu Zhang, Qingmu Liu, Felix Ong, Mohamed Ragab, Chuan-Sheng Foo 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
20 Aug 2024 SERC Institute for Infocomm Research Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-training Wenyu Zhang, Li Shen, Chuan-Sheng Foo International Journal of Computer Vision
28 Mar 2024 SERC Institute for Infocomm Research Training neural networks with classification rules for incorporating domain knowledge Wenyu Zhang, Fayao Liu, Cuong Manh Nguyen, Zhong Liang Ou Yang, Savitha Ramasamy, Chuan-Sheng Foo Knowledge-Based Systems
15 Jan 2024 SERC Institute for Infocomm Research Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Wenyu Zhang, Li Shen, Chuan-Sheng Foo 2023 IEEE/CVF International Conference on Computer Vision (ICCV)
29 Nov 2022 SERC Institute for Infocomm Research Domain Generalization via Selective Consistency Regularization for Time Series Classification Wenyu Zhang, Mohamed Ragab, Chuan-Sheng Foo 2022 26th International Conference on Pattern Recognition (ICPR)
16 Jul 2022 SERC Institute for Infocomm Research Few-Shot Adaptation of Pre-Trained Networks for Domain Shift Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence
24 Feb 2022 SERC Institute for Infocomm Research Conditional Contrastive Domain Generalization for Fault Diagnosis Mohamed Ragab, Zhenghua Chen, Wenyu Zhang, Emadeldeen Eldele, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Instrumentation and Measurement
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
13 May 2021 SERC Institute for Infocomm Research POLA: Online Time Series Prediction by Adaptive Learning Rates Wenyu Zhang ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
13 May 2021 SERC Institute for Infocomm Research Robust Domain-Free Domain Generalization with Class-Aware Alignment Wenyu Zhang, Mohamed Ragab, Ramon Sagarna ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)