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Publication date Communities Collections Article title Author(s) Journal/Conference
11 Nov 2022 SERC Institute for Infocomm Research Bayesian Deep Active Learning for Analog Circuit Performance Classification Lining Zhang, Salahuddin Raju, Ashish James, Rahul Dutta, Gregoire Fournier, Damien Lancry, Kevin Chai Tshun Chuan, Vijay Ramaseshan Chandrasekhar, Chuan Sheng Foo 2022 IEEE International Symposium on Circuits and Systems (ISCAS)
10 Oct 2022 SERC Institute for Infocomm Research Automated Deep Learning Platform for Accelerated Analog Circuit Design Rahul Dutta, Ashish James, Salahuddin Raju, Yong-Joon Jeon, Chuan Sheng Foo, Kevin Tshun Chuan Chai 2022 IEEE 35th International System-on-Chip Conference (SOCC)
29 Jul 2022 SERC Institute for Infocomm Research High-Resolution Digital Phenotypes From Consumer Wearables and Their Applications in Machine Learning of Cardiometabolic Risk Markers: Cohort Study Weizhuang Zhou, Yu En Chan, Chuan Sheng Foo, Jingxian Zhang, Jing Xian Teo, Sonia Davila, Weiting Huang, Jonathan Yap, Stuart Cook, Patrick Tan, Calvin Woon-Loong Chin, Khung Keong Yeo, Weng Khong Lim, Pavitra Krishnaswamy Journal of Medical Internet Research
23 Jul 2022 SERC Institute for Infocomm Research Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity Sebastian Shenghong Tay, Chuan Sheng Foo, Urano Daisuke, Richalynn Leong, Bryan Kian Hsiang Low International Conference on Machine Learning
22 Feb 2022 SERC Institute for Infocomm Research Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards Sebastian Shenghong Tay, Xinyi Xu, Chuan Sheng Foo, Bryan Kian Hsiang Low 36th AAAI Conference on Artificial Intelligence
14 Dec 2021 SERC Institute for Infocomm Research Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning Xinyi Xu, Lingjuan Lyu, Xingjun Ma, Chenglin Miao, Chuan Sheng Foo, Bryan Kian Hsiang Low Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
14 Dec 2021 SERC Institute for Infocomm Research Validation free and replication robust volume-based data valuation Xinyi Xu, Zhaoxuan Wu, Chuan Sheng Foo, Bryan Kian Hsiang Low Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
13 Nov 2021 SERC Institute for Infocomm Research Revisiting Superpixels for Active Learning in Semantic Segmentation with Realistic Annotation Costs Lile Cai, Xun Xu, Jun Hao Liew, Chuan Sheng Foo 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
19 Oct 2021 SERC Institute for Infocomm Research Exploring Spatial Diversity for Region-Based Active Learning Lile Cai, Xun Xu, Lining Zhang, Chuan Sheng Foo IEEE Transactions on Image Processing
1 Jul 2021 SERC Institute for Infocomm Research Semi-supervised classification of radiology images with NoTeacher: A teacher that is not mean Balagopal Unnikrishnan, Cuong Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy Medical Image Analysis