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Publication date Communities Collections Article title Author(s) Journal/Conference
23 Jul 2025 SERC Institute for Infocomm Research Target-specific Adaptation and Consistent Degradation Alignment for Cross-Domain Remaining Useful Life Prediction Yubo Hou, Mohamed Ragab, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Zhenghua Chen IEEE Transactions on Automation Science and Engineering
10 Dec 2024 SERC Institute for Infocomm Research Towards Reliable Model Selection for Unsupervised Domain Adaptation: An Empirical Study and A Certified Baseline Dapeng Hu, Mi Luo, Jian Liang, Chuan-Sheng Foo Conference on Neural Information Processing Systems
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
16 Aug 2024 SERC Institute for Infocomm Research SEA++: Multi-Graph-based Higher-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen IEEE Transactions on Pattern Analysis and Machine Intelligence
27 Jul 2024 SERC Institute for Infocomm Research Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation Dapeng Hu, Jian Liang, Xinchao Wang, Chuan-Sheng Foo International Conference on Machine Learning
17 Oct 2023 SERC Institute of High Performance Computing  A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data Xiaocai Zhang, Zhe Xiao, Xiuju Fu, Xiaoyang Wei, Tao Liu, Ran Yan, Zheng Qin, Jianjia Zhang Expert Systems with Applications
5 Aug 2023 SERC Institute for Infocomm Research Label-efficient Generalizable Deep Learning for Medical Image Segmentation Ziyuan Zhao International Conference on AI in Medicine (iAIM)
2 Aug 2023 SERC Institute for Infocomm Research Mitigating Real-World Distribution Shifts in the Fourier Domain Kiran Krishnamachari, See-Kiong Ng, Chuan-Sheng Foo Transactions on Machine Learning Research
31 Jul 2023 SERC Institute for Infocomm Research A Study on Differentiable Logic and LLMs for EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2023 Yi Chen, Ziwei Xu, Fen Fang, Dongyun Lin, Hehe Fan, Yong Kang Wong, Ying Sun, Mohan Kankanhalli CVPRW