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Publication date Communities Collections Article title Author(s) Journal/Conference
19 Jul 2023 BMRC Singapore Institute for Clinical Sciences Functional activity of the caudate mediates the relation between early childhood microstructural variations and elevated metabolic syndrome scores Pei Huang, Mya Thway Tint, Marissa Lee, Zhen Ming Ngoh, Peter Gluckman, Yap Seng Chong, Weiping Han, Yu Fu, Caroline Lei Wee, Marielle V. Fortier, Kai Keng Ang, Yung Seng Lee, Fabian Yap, Johan G. Eriksson, Michael J. Meaney, Ai Peng Tan NeuroImage
10 Feb 2023 BMRC Bioinformatics Institute Improving transparency and representational generalizability through parallel continual learning Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan, Sujanya Suresh, Manas Gupta, Savitha Ramasamy, Hwee Kuan Lee Neural Networks
26 Nov 2022 SERC Institute for Infocomm Research SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition Hongxiang Gao, Min Wu, Zhenghua Chen, Yuwen Li, Xingyao Wang, Shan An, Jianqing Li, Chengyu Liu Neural Networks
19 Nov 2022 SERC Institute for Infocomm Research A decentralized learning strategy to restore connectivity during multi-agent formation control Rajdeep Dutta, Harikumar Kandath, Senthilnath Jayavelu, Li Xiaoli, Suresh Sundaram, Daniel Pack Neurocomputing
7 Nov 2022 SERC Institute for Infocomm Research Efficient Perturbation Inference and Expandable Network for continual learning Fei Du, Yun Yang, Ziyuan Zhao, Zeng Zeng Neural Networks
6 Sep 2022 SERC Institute for Infocomm Research Tf-GCZSL: Task-free generalized continual zero-shot learning Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram Neural Networks
2 Jul 2022 SERC Institute for Infocomm Research iTD3-CLN: Learn to navigate in dynamic scene through Deep Reinforcement Learning Haoge Jiang, Mahdi Abolfazli Esfahani, Keyu Wu, Kong-Wah Wan, Kuan-kian Heng, Han Wang, Xudong Jiang Neurocomputing
19 Jan 2022 SERC Institute for Infocomm Research Planning Sequential Interventions to tackle Depression in Large Uncertain Social Networks using Deep Reinforcement Learning Aye Phyu Phyu Aung, Senthilnath Jayavelu, Xiaoli Li, Bo An Neurocomputing
4 Nov 2021 SERC Institute of High Performance Computing Graph-based few-shot learning with transformed feature propagation and optimal class allocation Ruiheng Zhang, Shuo Yang, Qi Zhang, Lixin Xu, Yang He, Fan Zhang Neurocomputing
20 Sep 2021 SERC Institute for Infocomm Research Attention-based sequence to sequence model for machine remaining useful life prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li Neurocomputing