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Publication date Communities Collections Article title Author(s) Journal/Conference
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
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
18 Jun 2023 SERC Institute for Infocomm Research 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mikhail Kennerley, Jian-Gang Wang, Bharadwaj Veeravalli, Robby T. Tan The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023
1 May 2023 SERC Institute for Infocomm Research SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang, Yuecong Xu, Jianfei Yang, Zhenghua Chen, Min Wu, Xiaoli Li, Lihua Xie AAAI-23