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Publication date Communities Collections Article title Author(s) Journal/Conference
28 Mar 2024 Others 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 Others 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)
8 Jan 2024 Others Institute for Infocomm Research PromptAD: Zero-Shot Anomaly Detection Using Text Prompts Yiting Li, Adam Goodge David, Fayao Liu, Chuan-Sheng Foo WACV 2024
8 Nov 2023 Others Institute for Infocomm Research Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot Segmentation Weide Liu, Zhonghua Wu, Yang Zhao, Yuming Fang, Chuan-Sheng Foo, Jun Cheng, Guosheng Lin International Journal of Computer Vision
4 Aug 2023 Others Institute for Infocomm Research Source-Free Domain Adaptation with Temporal Imputation for Time Series Data Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
2 Aug 2023 Others 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
24 Mar 2023 Others Institute for Infocomm Research ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li ACM Transactions on Knowledge Discovery from Data
16 Feb 2023 Others Institute for Infocomm Research Diverse and consistent multi-view networks for semi-supervised regression Cuong Nguyen, Arun Raja, Le Zhang, Xun Xu, Balagopal Unnikrishnan, Mohamed Ragab, Kangkang Lu, Chuan-Sheng Foo Machine Learning
21 Dec 2022 Others Institute for Infocomm Research Fourier Sensitivity and Regularization of Computer Vision Models Kiran Krishnamachari, See-Kiong Ng, Chuan-Sheng Foo Transactions on Machine Learning Research
6 Dec 2022 Others Institute for Infocomm Research On Representation Knowledge Distillation for Graph Neural Networks Chaitanya K. Joshi, Fayao Liu, Xun Xu, Jie Lin, Chuan-Sheng Foo IEEE Transactions on Neural Networks and Learning Systems