Publication date | Communities | Collections | Article title | Author(s) | Journal/Conference |
---|---|---|---|---|---|
2 Aug 2023 | SERC | Institute for Infocomm Research | Mitigating Real-World Distribution Shifts in the Fourier Domain | Kiran Krishnamachari, See-Kiong Ng, Chuan-Sheng Foo | Transactions on Machine Learning Research |
21 Dec 2022 | SERC | Institute for Infocomm Research | Fourier Sensitivity and Regularization of Computer Vision Models | Kiran Krishnamachari, See-Kiong Ng, Chuan-Sheng Foo | Transactions on Machine Learning Research |
7 May 2021 | SERC | Institute for Infocomm Research | ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity | Kangkang Lu, Cuong Manh Nguyen, Xun Xu, Kiran Krishnamachari, Yu Jing Goh, Chuan Sheng Foo | International Conference on Learning Representations (ICLR) 2021 |