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13 Oct 2024
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SERC
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Institute of High Performance Computing
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Prediction of Vessel Arrival Time to Pilotage Area Using Multi-Data Fusion and Deep Learning
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Xiaocai Zhang,
Xiuju Fu,
Zhe Xiao,
Haiyan Xu,
Xiaoyang Wei,
Jimmy Koh,
Daichi Ogawa,
Zheng Qin
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2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
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17 Jun 2024
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SERC
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Institute for Infocomm Research
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CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection
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Mikhail Kennerley,
Jian-Gang Wang,
Bharadwaj Veeravalli,
Robby T. Tan
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The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
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12 Jan 2024
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SERC
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Institute for Infocomm Research
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Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation (Pending publish)
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Zhonghua Wu,
Yicheng Wu,
Guosheng Lin,
Jianfei Cai
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International Journal of Computer Vision
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25 Dec 2023
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SERC
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Institute for Infocomm Research
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A Novel Feature Vector for AI-Assisted Windows Malware Detection (Pending publish)
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Le Qi Yau,
Yik Ting Lam,
Ashwin Lokesh,
Prannaya Gupta,
Justin Lim,
Ishneet Sukhvinder Singh,
Jia-Yi Loo,
Mao V. Ngo,
Sin G. Teo,
Tram Truong-Huu
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2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
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23 Nov 2023
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Others
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Diagnostics Development Hub
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A Performance Monitoring and Continual Learning Framework to Improve Reliability of Prediction Models based on Electronic Health Records
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CAO ZHEN,
Feri Guretno,
JEANETTE POH,
Guo Yang,
Milashini Nambiar,
CHAN YU EN,
WATT PEI YI,
GOPINATHAN ARJUNAN,
BEE YONG MONG,
Pavitra Krishnaswamy,
Savitha Ramasamy
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AI Health Summit conference (2023)
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22 Nov 2023
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SERC
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Institute for Infocomm Research
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Supervised Robustness-preserving Data-free Neural Network Pruning (Pending publish)
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Mark Huasong Meng,
Guangdong Bai,
Sin G. Teo,
Jin Song Dong
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2023 27th International Conference on Engineering of Complex Computer Systems (ICECCS)
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1 Sep 2023
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SERC
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Institute for Infocomm Research
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Robust Anti-Jamming Beamforming Scheme for Cellular-Connected Mobile UAV
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Jiajia Huang,
Ernest Kurniawan,
Sumei Sun
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2023 VTS Asia Pacific Wireless Communications Symposium (APWCS)
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22 Jun 2023
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SERC
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Institute of High Performance Computing
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Achieving Green AI with Energy-Efficient Deep Learning Using Neuromorphic Computing
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Tao Luo,
Weng-Fai Wong,
Rick Siow Mong Goh,
Anh Tuan Do,
Zhixian Chen,
Haizhou Li,
Wenyu Jiang,
Neuromorphic Programme
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Communications of the ACM
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1 May 2023
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SERC
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Institute for Infocomm Research
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SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation
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Yucheng Wang,
Yuecong Xu,
Jianfei Yang,
Zhenghua Chen,
Min Wu,
Xiaoli Li,
Lihua Xie
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AAAI-23
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18 Jan 2023
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SERC
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Institute for Infocomm Research
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Improved Bump Detection and Defect Identification for HBMs using Refined Machine Learning Approach
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Wang Jie,
Richard Chang,
Xu Xun,
Cai Lile,
Chuang Sheng Foo,
Ramanpreet Singh Pahwa
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2022 IEEE 24th Electronics Packaging Technology Conference (EPTC)
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