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Publication date Communities Collections Article title Author(s) Journal/Conference
24 Mar 2023 SERC 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 SERC 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
6 Dec 2022 SERC 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
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)
18 Oct 2022 SERC Institute for Infocomm Research Mixed Membership Generative Adversarial Networks Yasin Yazici, Bruno Lecouat, Kim Hui Yap, Stefan Winkler, Georgios Piliouras, Vijay Chandrasekhar, Chuan-Sheng Foo 2022 IEEE International Conference on Image Processing (ICIP)
18 Oct 2022 SERC Institute for Infocomm Research Exploring Active Learning for Semiconductor Defect Segmentation Lile Cai, Ramanpreet Singh Pahwa, Xun Xu, Jie Wang, Richard Chang, Lining Zhang, Chuan-Sheng Foo 2022 IEEE International Conference on Image Processing (ICIP)
12 Sep 2022 SERC Institute for Infocomm Research Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis Fayao Liu, Guosheng Lin, Chuan-Sheng Foo, Chaitanya K. Josh, Jie Lin International Conference on 3D Vision 2022
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
2 Nov 2021 SERC Institute for Infocomm Research Classify and generate: Using classification latent space representations for image generations Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi Neurocomputing
22 Sep 2021 SERC Institute for Infocomm Research Special Symbol Attacks On NLP Systems Brian Formento, See-Kiong Ng, Chuan-Sheng Foo 2021 International Joint Conference on Neural Networks (IJCNN)