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Publication date Communities Collections Article title Author(s) Journal/Conference
7 Dec 2020 SERC Institute for Infocomm Research Enhancing Robustness of Malware Detection using Synthetically-adversarial Samples (Pending publish) Wee Ling Tan, Tram Truong-Huu
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
30 Sep 2020 SERC Institute for Infocomm Research Learning Cross-Modal Representations for Language-Based Image Manipulation Kenan E. Ak, Ying Sun, Joo Hwee Lim IEEE International Conference on Image Processing
25 Aug 2020 SERC Institute for Infocomm Research Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan IEEE Transactions on Neural Networks and Learning Systems
23 Aug 2020 SERC Institute for Infocomm Research Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation Kenan Emir Ak, Xu Ning, Lin Zhe, Wang Yilin European Conference on Computer Vision
27 Mar 2020 SERC Institute for Infocomm Research Semantically consistent text to fashion image synthesis with an enhanced attentional generative adversarial network Kenan E. Ak, Joo Hwee Lim, Jo Yew Tham, Ashraf Kassim Pattern Recognition Letters
20 Feb 2020 SERC Institute for Infocomm Research On the Study of Generative Adversarial Networks for Cross-Lingual Voice Conversion Berrak Sisman, Mingyang Zhang, Minghui Dong, Haizhou Li 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
27 Oct 2019 SERC Institute for Infocomm Research Attribute Manipulation Generative Adversarial Networks for Fashion Images Kenan E. Ak, Joo Hwee Lim, Jo Yew Tham, Ashraf A. Kassim International Conference on Computer Vision (ICCV)
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)
17 Apr 2019 SERC Institute for Infocomm Research Embedding Physical Augmentation and Wavelet Scattering Transform to Generative Adversarial Networks for Audio Classification with Limited Training Resources Kah Kuan Teh, Huy Dat Tran 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)