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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
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
10 Oct 2022 SERC Institute of High Performance Computing Effective Multimodal Encoding for Image Paragraph Captioning Thanh-Son Nguyen, Basura Fernando IEEE Transactions on Image Processing
23 Sep 2022 SERC Institute for Infocomm Research A hybrid accuracy- and energy-aware human activity recognition model in IoT environment Devki Nandan Jha, Zhenghua Chen, Shudong Liu, Min Wu, Jiahan Zhang, Graham Morgan, Rajiv Ranjan, Xiaoli Li IEEE Transactions on Sustainable Computing
21 Sep 2022 SERC Institute for Infocomm Research EEG-Video Emotion-based Summarization: Learning with EEG Auxiliary Signals Wai-Cheong Lincoln Lew, Di Wang, Kai Keng Ang, Joo-Hwee Lim, Chai Quek, Ah-Hwee Tan IEEE Transactions on Affective Computing
30 Aug 2022 SERC Institute for Infocomm Research P2T: Pyramid Pooling Transformer for Scene Understanding Yu-Huan Wu, Yun Liu, Xin Zhan, Ming-Ming Cheng IEEE Transactions on Pattern Analysis and Machine Intelligence
11 Aug 2022 SERC Institute for Infocomm Research GCM: Efficient video recognition with glance and combine module Yichen Zhou, Ziyuan Huang, Xulei Yang, Marcelo Ang, Teck Khim Ng Pattern Recognition
23 Jun 2022 SERC Institute for Infocomm Research Self-Supervised Autoregressive Domain Adaptation for Time Series Data Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Neural Networks and Learning Systems
28 May 2022 SERC Institute for Infocomm Research Algorithms and architecture support of degree-based quantization for graph neural networks Yilong Guo, Yuxuan Chen, Xiaofeng Zou, Xulei Yang, Yuandong Gu Journal of Systems Architecture
21 Apr 2022 SERC Institute for Infocomm Research A Transfer Learning Algorithm to Reduce Brain-Computer Interface Calibration Time for Long-Term Users Joshua Giles, Kai Keng Ang, Kok Soon Phua, Mahnaz Arvaneh Frontiers in Neuroergonomics