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Publication date Communities Collections Article title Author(s) Journal/Conference
10 Aug 2022 SERC Institute for Infocomm Research ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training (Pending publish) Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan IEEE Transactions on Emerging Topics in Computational Intelligence
3 Aug 2022 SERC Institute for Infocomm Research Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction Ruibing Jin, Min Wu, Keyu Wu, Kaizhou Gao, Zhenghua Chen, Xiaoli Li IEEE/CAA Journal of Automatica Sinica
18 Jul 2022 SERC Institute for Infocomm Research PD-FAC: Probability Density Factorized Multi-Agent Distributional Reinforcement Learning for Multi-Robot Reliable Search Wenda Sheng, Hongliang Guo, Wei-Yun Yau, Yingjie Zhou IEEE Robotics and Automation Letters
30 Jun 2022 SERC Institute for Infocomm Research Memorizing Structure-Texture Correspondence for Image Anomaly Detection (Pending publish) Kang Zhou, Jing Li, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Jiang Liu, Shenghua Gao IEEE Transactions on Neural Networks and Learning Systems
23 Jun 2022 SERC Institute for Infocomm Research Self-Supervised Autoregressive Domain Adaptation for Time Series Data (Pending publish) Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Neural Networks and Learning Systems
11 May 2022 SERC Institute of Materials Research and Engineering Theory-guided experimental design in battery materials research Alex Yong Sheng Eng, Chhail Bihari Soni, Yanwei Lum, Edwin Khoo, Zhenpeng Yao, S. K. Vineeth, Vipin Kumar, Jun Lu, Christopher S. Johnson, Christopher Wolverton, Zhi Wei Seh Science Advances
21 Apr 2022 SERC Institute for Infocomm Research Significance of activation functions in developing an online classifier for semiconductor defect detection Md Meftahul Ferdaus, Bangjian Zhou, Ji Wei Yoon, Kain Lu Low, Jieming Pan, Joydeep Ghosh, Min Wu, Xiaoli Li, Aaron Voon-Yew Thean, J. Senthilnath Knowledge-Based Systems
18 Apr 2022 SERC Institute for Infocomm Research Entropy guided attention network for weakly-supervised action localization Yi Cheng, Ying Sun, Hehe Fan, Tao Zhuo, Joo-Hwee Lim, Mohan Kankanhalli Pattern Recognition
11 Apr 2022 SERC Institute for Infocomm Research Multi-view 3D object retrieval leveraging the aggregation of view and instance attentive features Dongyun Lin, Yiqun Li, Yi Cheng, Shitala Prasad, Tin Lay Nwe, Sheng Dong, Aiyuan Guo Knowledge-Based Systems
14 Mar 2022 SERC Institute of Materials Research and Engineering Autonomous high-throughput computations in catalysis Stephan N. Steinmann, Angga Hermawan, Mohammed Bin Jassar, Zhi Wei Seh Chem Catalysis
18 Feb 2022 SERC Institute of High Performance Computing Filter Pruning by Switching to Neighboring CNNs With Good Attributes Yang He, Ping Liu, Linchao Zhu, Yi Yang IEEE Transactions on Neural Networks and Learning Systems
8 Feb 2022 SERC Institute for Infocomm Research Hierarchical Point Cloud Encoding and Decoding With Lightweight Self-Attention Based Model En Yen Puang, Hao Zhang, Hongyuan Zhu, Wei Jing IEEE Robotics and Automation Letters
31 Jan 2022 SERC Institute for Infocomm Research A configurable deep learning framework for medical image analysis Jianguo Chen, Nan Yang, Mimi Zhou, Zhaolei Zhang, Xulei Yang Neural Computing and Applications
21 Jan 2022 SERC Institute for Infocomm Research A Survey of Embodied AI: From Simulators to Research Tasks Jiafei Duan, Samson Yu, Hui Li Tan, Hongyuan Zhu, Cheston Tan IEEE Transactions on Emerging Topics in Computational Intelligence
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 Jan 2022 SERC Institute for Infocomm Research Depth and Video Segmentation Based Visual Attention for Embodied Question Answering Haonan Luo, Guosheng Lin, Yazhou Yao, Fayao Liu, Zichuan Liu, Zhenming Tang IEEE Transactions on Pattern Analysis and Machine Intelligence
31 Dec 2021 SERC Institute for Infocomm Research The Role of Global Labels in Few-Shot Classification and How to Infer Them Ruohan Wang, Massimiliano Pontil, Carlo Ciliberto 35th Conference on Neural Information Processing Systems (NeurIPS 2021)
23 Nov 2021 SERC Institute for Infocomm Research Feature selection and domain adaptation for cross-machine product quality prediction Yu Wang, Wei Cui, Nhu Khue Vuong, Zhenghua Chen, Yu Zhou, Min Wu Journal of Intelligent Manufacturing
23 Nov 2021 SERC Institute for Infocomm Research Online Active Proposal Set Generation for weakly supervised object detection Ruibing Jin, Guosheng Lin, Changyun Wen Knowledge-Based Systems
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
2 Nov 2021 SERC Institute for Infocomm Research Classify and generate: Using classification latent space representations for image generations Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Yasin Yazici, Chuan-Sheng Foo, Vijay Chandrasekhar, Arulmurugan Ambikapathi Neurocomputing
25 Oct 2021 SERC Institute for Infocomm Research Hybrid physics-based and data-driven modeling with calibrated uncertainty for lithium-ion battery degradation diagnosis and prognosis Jing Lin, Yu Zhang, Edwin Khoo NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning
22 Sep 2021 SERC Institute for Infocomm Research Dynamic Bicycle Dispatching of Dockless Public Bicycle-sharing Systems Using Multi-objective Reinforcement Learning Jianguo Chen, Kenli Li, Keqin Li, Philip S. Yu, Zeng Zeng ACM Transactions on Cyber-Physical Systems
20 Sep 2021 SERC Institute for Infocomm Research Feature flow: In-network feature flow estimation for video object detection Ruibing Jin, Guosheng Lin, Changyun Wen, Jianliang Wang, Fayao Liu Pattern Recognition
20 Sep 2021 SERC Institute for Infocomm Research Attention-based sequence to sequence model for machine remaining useful life prediction (Pending publish) Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li 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
1 Sep 2021 SERC Institute for Infocomm Research Frame-based Multi-level Semantics Representation for text matching Shaoru Guo, Yong Guan, Ru Li, Xiaoli Li, Hongye Tan Knowledge-Based Systems
30 Jun 2021 SERC Institute for Infocomm Research CAM-guided Multi-Path Decoding U-Net with Triplet Feature Regularization for Defect Detection and Segmentation Dongyun Lin, Yiqun Li, Shitala Prasad, Tin Lay Nwe, Sheng Dong, Zaw Min Oo Knowledge-Based Systems
18 Jun 2021 SERC Institute for Infocomm Research Unsupervised Scale-Consistent Depth Learning from Video Jia-Wang Bian, Huangying Zhan, Naiyan Wang, Zhichao Li, Le Zhang, Chunhua Shen, Ming-Ming Cheng, Ian Reid International Journal of Computer Vision
23 Feb 2021 SERC Institute of High Performance Computing Natural Language Video Localization: A Revisit in Span-based Question Answering Framework Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh IEEE Transactions on Pattern Analysis and Machine Intelligence
3 Feb 2021 SERC Institute for Infocomm Research Locality-Aware Crowd Counting Joey Tianyi Zhou, Le Zhang, Du Jiawei, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu IEEE Transactions on Pattern Analysis and Machine Intelligence
3 Feb 2021 SERC Institute for Infocomm Research, Institute of High Performance Computing Locality-Aware Crowd Counting Joey Tianyi Zhou, Le Zhang, Du Jiawei, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu IEEE Transactions on Pattern Analysis and Machine Intelligence
9 Oct 2020 BMRC Singapore Institute of Food and Biotechnology Innovation Systems biology approaches integrated with artificial intelligence for optimized metabolic engineering Mohamed Helmy, Derek Smith, Kumar Selvarajoo Metabolic Engineering Communications
25 Jun 2020 SERC Institute of High Performance Computing Prediction of electromagnetic field patterns of optical waveguide using neural network Gandhi Alagappan, Ching Eng Png Neural Computing and Applications
15 Jun 2020 SERC Institute for Infocomm Research Rapid and Accurate Thin Film Thickness Extraction via UV-Vis and Machine Learning Parker Tian Siyu Isaac, Liu Zhe, Chellappan Vijila, Lim Yee-Fun, Ren Zekun, Oviedo Felipe, Teo B. Heng, Thapa Janak, Dutta Rajdeep, MacLeod Benjamin P, Parlane Fraser G. L., Senthilnath J., Berlinguette Curtis P., Buonassisi Tonio Proceedings of the 47th IEEE Photovoltaic Specialists Conference (PVSC'20), 2020
3 Jan 2019 SERC Institute for Infocomm Research Multiview discriminative marginal metric learning for makeup face verification Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo, Ling Shao Neurocomputing
17 Jul 2018 SERC Institute for Infocomm Research Which shirt for my first date? Towards a flexible attribute-based fashion query system Kenan E. Ak, Joo Hwee Lim, Jo Yew Tham, Ashraf A. Kassim Pattern Recognition Letters
6 Jul 2018 SERC Institute for Infocomm Research Three-dimensional graph-based skin layer segmentation in optical coherence tomography images for roughness estimation Ruchir Srivastava, Ai Ping Yow, Jun Cheng, Damon W. K. Wong, Hong Liang Tey Biomedical Optics Express
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
6 Jun 2018 SERC Institute for Infocomm Research Feature-less Stitching of Cylindrical Tunnel Shaohui Foong, Karianto Leman, Minh N. Do, Ramanpreet Singh Pahwa, Wei Kiat Leong IEEE International Conference on Computer and Information Science
30 Apr 2018 SERC Institute for Infocomm Research Semi-Supervised Learning With GANs: Revisiting Manifold Regularization Chuan Sheng Foo, Houssam Zenati, Bruno Lecouat, Vijay Chandrasekhar ICLR 2018
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)
3 Feb 2018 SERC Institute for Infocomm Research A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients Pavitra Krishnaswamy, Savitha Ramasamy, Abdullah Al-Dujaili, Srinath Sridharan, Geraldine Goh, Shao Chuen Tong, Khin Chaw Yu Aung, Gerard Leong Kui Toh, Michael Ross Madonald, Sheldon Lee Shao Guang, Yan Cao, Suresh Sundaram, Wai Leng Chow AAAI-18: Thirty-Second AAAI Conference on Artificial Intelligence
16 Dec 2017 SERC Institute for Infocomm Research Multilingual Bottle-Neck Feature Learning from Untranscribed Speech Hongjie Chen, Cheung-Chi Leung, Lei Xie, Bin Ma, Haizhou Li ASRU 2017
16 Dec 2017 SERC Institute for Infocomm Research Extracting Bottleneck Features and Word-Like Pairs from Untranscribed Speech for Feature Representation Yougen Yuan, Cheung-Chi Leung, Lei Xie, Hongjie Chen, Bin Ma, Haizhou Li ASRU 2017
8 Dec 2017 SERC Institute for Infocomm Research VCI2R at the NTCIR-13 Lifelog-2 Lifelog Semantic Access Task Jie Lin, Ana Garcia del Molino, Qianli Xu, Fen Fang, Vigneshwaran Subbaraju, Joo-Hwee Lim, Liyuan Li, Vijay Chandrasekhar The 13th NTCIR Conference on Evaluation of Information Access Technologies
8 Dec 2017 SERC Institute for Infocomm Research Visualizing Personal Lifelog Data for Deeper Insights at the NTCIR-13 Lifelog-2 Task Qianli Xu, Vigneshwaran Subbaraju, Ana Garcia del Molino, Jie Lin, Fen Fang, Joo-Hwee Lim, Liyuan Li, Vijay Chandrasekhar The 13th NTCIR Conference on Evaluation of Information Access Technologies
8 Dec 2017 SERC Institute for Infocomm Research Cloud-based Automatic Speech Recognition Systems for Southeast Asian Languages Lei Wang, Rong Tong, Cheung Chi Leung, Sunil Sivadas, Chongjia Ni, Bin Ma 2017 International Conference on Orange Technologies (ICOT 2017)
5 Dec 2017 SERC Institute for Infocomm Research Towards a Deep Learning Powered Query Engine for Urban Planning Teo Yon Shin, Yuan Zihong, Zhang Yangfan, Phang Valerie, Ng Wee Siong The 21st International Conference on Asian Language Processing
1 Dec 2017 SERC Institute for Infocomm Research Bilingual Word Embedding with Sentence Similarity Constraint for Machine Translation Kui Wu, Xuancong Wang, AiTi Aw International Conference on Asian Language Processing (IALP 2017)