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Publication date Communities Collections Article title Author(s) Journal/Conference
10 Nov 2020 SERC Institute for Infocomm Research A Hybrid Deep Learning Based Framework for Component Defect Detection of Moving Trains Cen Chen, Kenli Li, Zhongyao Cheng, Francesco Piccialli, Steven C. H. Hoi, Zeng Zeng IEEE Transactions on Intelligent Transportation Systems
28 Oct 2020 SERC Institute for Infocomm Research Object Tracking Via ImageNet Classification Scores Li Wang, Ting Liu, Bing Wang, Jie Lin, Xulei Yang, Gang Wang 2020 IEEE International Conference on Image Processing (ICIP)
19 Oct 2020 SERC Institute for Infocomm Research Online Few-Shot Gesture Learning on a Neuromorphic Processor (Pending publish) Kenneth Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci
8 Mar 2020 SERC Institute for Infocomm Research Robust Convolutional Neural Network Model for Wavelength Detection in Overlapping Fiber Bragg Grating Sensor Network Baocheng Li, Zhi-Wei Tan, Perry Ping Shum, Dora Juan Juan Hu, Chenlu Wang, Yu Zheng, Shuhui Liu Optical Fiber Communication Conference (OFC) 2020
13 Dec 2019 SERC Institute of High Performance Computing  TreeCaps:Tree-Structured Capsule Networks for Program Source Code Processing Nghi Duy Quoc Bui, Lingxiao Jiang, David Lo, Vinoj Jayasundara NeurIPS, 2019: Thirty-third Conference on Neural Information Processing Systems, Workshop paper. Workshop on ML for Systems at NeurIPS 2019.
22 Sep 2019 SERC Institute for Infocomm Research Learning Hierarchical Features for Visual Object Tracking with Recursive Neural Networks Li Wang, Ting Liu, Bing Wang, Jie Lin, Xulei Yang, Gang Wang 2019 IEEE International Conference on Image Processing (ICIP)
8 Jul 2019 SERC Institute for Infocomm Research Competitive STDP-based Feature Representation Learning for Sound Event Classification Yansong Chua IJCNN
1 Feb 2019 SERC Institute for Infocomm Research Gated Residual Recurrent Graph Neural Networks for Traffic Prediction Cen Chen, Kenli Li, Sin Teo, Xiaofeng Zou, Jie Wang, Zeng Zeng AAAI Conference on Artificial Intelligence (AAAI-19)
18 Jun 2018 SERC Institute for Infocomm Research Learning Attribute Representations With Localization for Flexible Fashion Search Kenan E. Ak, Ashraf A. Kassim, Joo Hwee Lim, Jo Yew Tham 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
12 Mar 2018 SERC Institute for Infocomm Research Efficient Multi-Attribute Similarity Learning Towards Attribute-based Fashion Search Joo Hwee Lim, Jo Yew Tham, Kenan E. Ak, Ashraf A. Kassim 2018 IEEE Winter Conference on Applications of Computer Vision (WACV)