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Publication date Communities Collections Article title Author(s) Journal/Conference
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)
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)
31 Aug 2021 SERC Institute for Infocomm Research An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg, Wenyu Zhang, Jules Samaran, Savitha Ramasamy, Chuan-Sheng Foo IEEE Transactions on Neural Networks and Learning Systems
26 Oct 2020 SERC Institute for Infocomm Research EMPIRICAL ANALYSIS OF OVERFITTING AND MODE DROP IN GAN TRAINING Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Vijay Chandrasekhar IEEE International Conference on Image Processing
17 Jul 2020 BMRC Institute of Molecular and Cell Biology Global translation during early development depends on the essential transcription factor PRDM10 Brenda Y. Han, Michelle K.Y. Seah, Imogen R. Brooks, Delia H.P. Quek, Dominic R. Huxley, Chuan-Sheng Foo, Li Ting Lee, Heike Wollmann, Huili Guo, Daniel M. Messerschmidt, Ernesto Guccione Nature Communications
23 Jun 2020 SERC Institute for Infocomm Research Scalable and Practical Natural Gradient for Large-Scale Deep Learning Akira Naruse, Chuan-Sheng Foo, Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Rio Yokota IEEE Transactions on Pattern Analysis and Machine Intelligence
9 Apr 2020 SERC Institute for Infocomm Research Mahalanobis Distance based Adversarial Network For Anomaly Detection Yubo Hou, Zhenghua Chen, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Shubair Raed M. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)