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Publication date Communities Collections Article title Author(s) Journal/Conference
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
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
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 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
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)
1 Dec 2017 SERC Institute for Infocomm Research Reshaping Mobile Crowd Sensing using Cross Validation to Improve Data Credibility Tie Luo, Leonit Zeynalvand IEEE GLOBECOM 2017
18 Oct 2017 SERC Institute for Infocomm Research Multi-Task Feature Learning for Low-Resource Query-by-Example Spoken Term Detection Bin Ma, Haizhou Li, Hongjie Chen, Cheung-Chi Leung, Lei Xie IEEE Journal of Selected Topics in Signal Processing
17 Sep 2017 SERC Institute for Infocomm Research REGION AVERAGE POOLING FOR CONTEXT-AWARE OBJECT DETECTION Jie Lin, Yuan Fang, Kingsley Kuan, Gaurav Manek, Vijay Chandrasekhar 2017 IEEE International Conference on Image Processing
17 Sep 2017 SERC Institute for Infocomm Research A Multi-Block N-Ary Trie Structure for Exact R-Neighbour Search in Hamming Space Jie Lin, Yicheng Huang, Lingyu Duan, Zhe Wang, Tiejun Huang, Vijay Chandrasekhar 2017 IEEE International Conference on Image Processing
17 Sep 2017 SERC Institute for Infocomm Research DEEP REGIONAL FEATURE POOLING FOR VIDEO MATCHING Jie Lin, Yan Bai, Yihang Lou, Shiqi Wang, Lingyu Duan, Tiejun Huang, Vijay Chandrasekhar, Alex Kot 2017 IEEE International Conference on Image Processing
16 Sep 2017 SERC Institute for Infocomm Research Understanding Human Emotions Shin Rei Beth Lau, Jia Li Nicole Wong, Pappu Amrutha, Swee Lan See 2017 Youth Science Conference
1 Sep 2017 SERC Institute for Infocomm Research HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval Jie Lin, Lingyu Duan, Shiqi Wang, Yan Bai, Yihang Lou, Vijay Chandrasekhar, Tiejun Huang, Alex Kot, Wen Gao IEEE Transactions on Multimedia
27 Aug 2017 SERC Institute for Infocomm Research Effect of Inhibitory Window on Event-Based Hough Transform for Multiple Lines Detection Sajjad Seifozzakerini, Wei-Yun Yau, Kezhi Mao International Conference on Advances in Image Processing (ICAIP)
19 Aug 2017 SERC Institute for Infocomm Research Learning User Dependencies for Recommendation Xiao-Li Li, Peilin Zhao, Xin Liu, Yong Liu, Min Wu Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence
19 Aug 2017 SERC Institute for Infocomm Research Online Multitask Relative Similarity Learning Steven C. H. Hoi, Chunyan Miao, Shuji Hao, Peilin Zhao, Yong Liu Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI)