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Publication date Communities Collections Article title Author(s) Journal/Conference
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 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)
27 Jul 2022 SERC Institute for Infocomm Research SemiCurv: Semi-Supervised Curvilinear Structure Segmentation Xun Xu, Manh Cuong Nguyen, Yasin Yazici, Kangkang Lu, Hlaing Min, Chuan-Sheng Foo IEEE Transactions on Image Processing
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
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
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)