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Publication date Communities Collections Article title Author(s) Journal/Conference
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)
13 Oct 2019 SERC Institute for Infocomm Research Towards Practical Unsupervised Anomaly Detection on Retinal Images Khalil Ouardini Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo DART 2019, MIL3ID 2019: Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
2 Aug 2019 SERC Institute for Infocomm Research Holistic Multi-modal Memory Network for Movie Question Answering Anran Wang, Anh Tuan Luu, Chuan-Sheng Foo, Hongyuan Zhu, yi tay, Vijay Chandrasekhar IEEE Transactions on Image Processing (TIP)
6 May 2019 SERC Institute for Infocomm Research Encoding Knowledge Graph with Graph CNN for Question Answering Leo Laugier, Anran Wang, Chuan-Sheng Foo, Theo Guenais, Vijay Chandrasekhar International Conference on Learning Representations Workshop Track (ICLR) (2019)
1 May 2019 SERC Institute for Infocomm Research Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile Mertikopoulos Panayotis, Bruno Lecouat, Houssam Zenati, Chuan-Sheng Foo, Vijay Chandrasekhar, Georgios Piliouras International Conference on Learning Representations (2019)
1 May 2019 SERC Institute for Infocomm Research The Unusual Effectiveness of Averaging in GAN Training Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Georgios Piliouras, Vijay Chandrasekhar International Conference on Learning Representations (2019)
8 Dec 2018 SERC Institute for Infocomm Research Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, Balagopal Unnikrishnan, James M. Brown, Houssam Zenati, Andrew Beers, Vijay Chandrasekhar, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy Machine Learning for Health (ML4H) Workshop at NeurIPS 2018