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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
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