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Publication date Communities Collections Article title Author(s) Journal/Conference
2 Jul 2024 SERC Institute for Infocomm Research The Initialization Factor: Understanding its Impact on Active Learning for Analog Circuit Design (Pending publish) 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)
10 Jun 2024 SERC Institute for Infocomm Research REACTO: Reconstructing Articulated Objects from a Single Video (Pending publish) Chaoyue Song, Jiacheng Wei, Chuan Sheng Foo, Guosheng Lin, Fayao Liu CVPR 2024
10 Jun 2024 SERC Institute for Infocomm Research R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human Digitalization (Pending publish) Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan Sheng Foo, Weisi Lin CVPR 2024
25 Mar 2024 SERC Institute for Infocomm Research Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan Sheng Foo, Weisi Lin Proceedings of the AAAI Conference on Artificial Intelligence
12 Mar 2024 SERC Institute for Infocomm Research COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection (Pending publish) Jingyi Liao, Xun Xu, Manh Cuong Nguyen, Adam Goodge, Chuan Sheng Foo IEEE Transactions on Image Processing
7 Nov 2023 SERC Institute for Infocomm Research Revisiting pretraining for semi-supervised learning in the low-label regime (Pending publish) Xun Xu, Jingyi Liao, Lile Cai, Manh Cuong Nguyen, Kangkang Lu, Wanyue Zhang, Yasin Yazici, Chuan Sheng Foo Neurocomputing
9 Sep 2023 SERC Institute for Infocomm Research Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study Brian Formento, Chuan Sheng Foo, Luu Anh Tuan, See Kiong Ng Findings of the Association for Computational Linguistics: EACL 2023
20 Aug 2023 SERC Institute for Infocomm Research No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities Sebastian Shenghong Tay, Quoc Phong Nguyen, Chuan Sheng Foo, Bryan Kian Hsiang Low Proceedings of the 26th International Conference on Artificial Intelligence and Statistics
20 Aug 2023 SERC Institute for Infocomm Research FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery Xinyi Xu, Zhaoxuan Wu, Arun Verma, Chuan Sheng Foo, Bryan Kian Hsiang Low Proceedings of the 26th International Conference on Artificial Intelligence and Statistics
27 Jun 2023 SERC Institute for Infocomm Research Probably Approximate Shapley Fairness with Applications in Machine Learning Zijian Zhou, Xinyi Xu, Rachael Hwee Ling Sim, Chuan Sheng Foo, Bryan Kian Hsiang Low Proceedings of the AAAI Conference on Artificial Intelligence