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Publication date Communities Collections Article title Author(s) Journal/Conference
27 Dec 2024 SERC Institute for Infocomm Research Towards Safe and Efficient Analog Circuit Design: Active Learning for Feasibility Region Exploration Sezin Kircali Ata, Zhi Hui Kong, Anusha James, Lile Cai, Kiat Seng Yeo, Khin Mi Mi Aung, Chuan Sheng Foo, Ashish James 2024 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)
27 Sep 2024 SERC Institute for Infocomm Research Box-Level Class-Balanced Sampling For Active Object Detection Jingyi Liao, Xun Xu, Chuan-Sheng Foo, Lile Cai 2024 IEEE International Conference on Image Processing (ICIP)
2 Jul 2024 SERC Institute for Infocomm Research The Initialization Factor: Understanding its Impact on Active Learning for Analog Circuit Design Sezin Kircali Ata, Zhi Hui Kong, Anusha James, Lile Cai, Kiat Seng Yeo, Khin Mi Mi Aung, Chuan Sheng Foo, Ashish James 2024 IEEE International Symposium on Circuits and Systems (ISCAS)
11 Jun 2024 SERC Institute for Infocomm Research Hybrid Active Learning with Uncertainty-Weighted Embeddings Yinan He, Lile Cai, Jingyi Liao, Chuan-Sheng Foo Transactions on Machine Learning Research
7 Nov 2023 SERC Institute for Infocomm Research Revisiting pretraining for semi-supervised learning in the low-label regime Xun Xu, Jingyi Liao, Lile Cai, Manh Cuong Nguyen, Kangkang Lu, Wanyue Zhang, Yasin Yazici, Chuan Sheng Foo Neurocomputing
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)
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