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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Sep 2022 SERC Institute for Infocomm Research A Deep Learning Platform for Language Education Research and Development Kye Min Tan, Richeng Duan, Xin Huang, Bowei Zou, Xuan Long Do Interspeech 2022
23 Jul 2022 SERC Institute for Infocomm Research Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity Sebastian Shenghong Tay, Chuan Sheng Foo, Urano Daisuke, Richalynn Leong, Bryan Kian Hsiang Low International Conference on Machine Learning
21 Jun 2022 SERC Institute for Infocomm Research A Simulation Approach to Analyze Bridge-Defects in a 6T-SRAM Bit Cell Joydeep Ghosh, Shang Yi Lim, Ferdaus Md. Meftahul, Senthilnath Jayavelu, Aaron Voon-Yew Thean 2022 6th IEEE Electron Devices Technology Manufacturing Conference (EDTM)
30 May 2022 SERC Institute for Infocomm Research Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong IEEE Transactions on Dependable and Secure Computing
11 May 2022 SERC Institute of Materials Research and Engineering Theory-guided experimental design in battery materials research Alex Yong Sheng Eng, Chhail Bihari Soni, Yanwei Lum, Edwin Khoo, Zhenpeng Yao, S. K. Vineeth, Vipin Kumar, Jun Lu, Christopher S. Johnson, Christopher Wolverton, Zhi Wei Seh Science Advances
14 Mar 2022 SERC Institute of Materials Research and Engineering Autonomous high-throughput computations in catalysis Stephan N. Steinmann, Angga Hermawan, Mohammed Bin Jassar, Zhi Wei Seh Chem Catalysis
24 Feb 2022 SERC Institute for Infocomm Research Learning by Imagination: A Joint Framework for Text-based Image Manipulation and Change Captioning Kenan Emir Ak, Ying Sun, Joo Hwee Lim IEEE Transactions on Multimedia
17 Feb 2022 BMRC Singapore Bioimaging Consortium Machine learning classification of schizophrenia patients and healthy controls using diverse neuroanatomical markers and Ensemble methods Geetha Soujanya Chilla, Ling Yun Yeow, Qian Hui Chew, Kang Sim, K. N. Bhanu Prakash Scientific Reports
31 Dec 2021 SERC Institute for Infocomm Research The Role of Global Labels in Few-Shot Classification and How to Infer Them Ruohan Wang, Massimiliano Pontil, Carlo Ciliberto 35th Conference on Neural Information Processing Systems (NeurIPS 2021)
20 Dec 2021 SERC Institute for Infocomm Research An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties Zekun Ren, Siyu Isaac Parker Tian, Juhwan Noh, Felipe Oviedo, Guangzong Xing, Jiali Li, Qiaohao Liang, Ruiming Zhu, Armin G. Aberle, Shijing Sun, Xiaonan Wang, Yi Liu, Qianxiao Li, Senthilnath Jayavelu, Kedar Hippalgaonkar, Yousung Jung, Tonio Buonassisi Matter