21 Apr 2022
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SERC
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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
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Knowledge-Based Systems
|
18 Apr 2022
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SERC
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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
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SERC
|
Institute of Materials Research and Engineering
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Autonomous high-throughput computations in catalysis
|
Stephan N. Steinmann,
Angga Hermawan,
Mohammed Bin Jassar,
Zhi Wei Seh
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Chem Catalysis
|
18 Feb 2022
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SERC
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Institute of High Performance Computing
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Filter Pruning by Switching to Neighboring CNNs With Good Attributes
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Yang He,
Ping Liu,
Linchao Zhu,
Yi Yang
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IEEE Transactions on Neural Networks and Learning Systems
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8 Feb 2022
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SERC
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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
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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
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19 Jan 2022
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SERC
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Institute for Infocomm Research
|
Planning Sequential Interventions to tackle Depression in Large Uncertain Social Networks using Deep Reinforcement Learning
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Aye Phyu Phyu Aung,
Senthilnath Jayavelu,
Xiaoli Li,
Bo An
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Neurocomputing
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4 Jan 2022
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SERC
|
Institute for Infocomm Research
|
Depth and Video Segmentation Based Visual Attention for Embodied Question Answering
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Haonan Luo,
Guosheng Lin,
Yazhou Yao,
Fayao Liu,
Zichuan Liu,
Zhenming Tang
|
IEEE Transactions on Pattern Analysis and Machine Intelligence
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31 Dec 2021
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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)
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23 Nov 2021
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SERC
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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
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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
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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
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SERC
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Institute for Infocomm Research
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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
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SERC
|
Institute for Infocomm Research
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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
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22 Sep 2021
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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
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SERC
|
Institute for Infocomm Research
|
Feature flow: In-network feature flow estimation for video object detection
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Ruibing Jin,
Guosheng Lin,
Changyun Wen,
Jianliang Wang,
Fayao Liu
|
Pattern Recognition
|
20 Sep 2021
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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
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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
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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
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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
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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
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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
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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
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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)
|