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Publication date Communities Collections Article title Author(s) Journal/Conference
3 Nov 2022 SERC Institute for Infocomm Research Aligning Correlation Information for Domain Adaptation in Action Recognition (Pending publish) Yuecong Xu, Haozhi Cao, Kezhi Mao, Zhenghua Chen, Lihua Xie, Jianfei Yang IEEE Transactions on Neural Networks and Learning Systems
25 Oct 2022 SERC Institute for Infocomm Research Fast Semantic-Aware Motion State Detection for Visual SLAM in Dynamic Environment Gaurav Singh, Meiqing Wu, Minh V. Do, Siew-Kei Lam IEEE Transactions on Intelligent Transportation Systems
13 Oct 2022 SERC Institute for Infocomm Research LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou IEEE Transactions on Medical Imaging
30 Sep 2022 SERC Institute for Infocomm Research Attention Over Self-Attention: Intention-Aware Re-Ranking With Dynamic Transformer Encoders for Recommendation Zhuoyi Lin, Sheng Zang, Rundong Wang, Zhu Sun, J. Senthilnath, Chi Xu, Chee Keong Kwoh IEEE Transactions on Knowledge and Data Engineering
19 Sep 2022 SERC Institute for Infocomm Research Mitigating Popularity Bias for Users and Items with Fairness-centric Adaptive Recommendation Zhongzhou Liu, Yuan Fang, Min Wu ACM Transactions on Information Systems
24 Aug 2022 SERC Institute for Infocomm Research NSF4SL: negative-sample-free contrastive learning for ranking synthetic lethal partner genes in human cancers Shike Wang, Yimiao Feng, Xin Liu, Yong Liu, Min Wu, Jie Zheng Bioinformatics
22 Aug 2022 SERC Institute for Infocomm Research Traversability analysis with vision and terrain probing for safe legged robot navigation Garen Haddeler, Meng Yee (Michael) Chuah, Yangwei You, Jianle Chan, Albertus H. Adiwahono, Wei Yun Yau, Chee-Meng Chew Frontiers in Robotics and AI
10 Aug 2022 SERC Institute for Infocomm Research ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan IEEE Transactions on Emerging Topics in Computational Intelligence
28 Jul 2022 SERC Institute of High Performance Computing COSM2IC: Optimizing Real-Time Multi-Modal Instruction Comprehension Dulanga Weerakoon, Vigneshwaran Subbaraju, Tuan Tran, Archan Misra IEEE Robotics and Automation Letters
21 Jul 2022 SERC Institute for Infocomm Research Self-Supervised Reinforcement Learning for Active Object Detection Fen Fang, Wenyu Liang, Yan Wu, Qianli Xu, Joo-Hwee Lim IEEE Robotics and Automation Letters