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13 Jun 2021 SERC Institute for Infocomm Research Blockchain for Secure and Transparent Track-and-Trace in Manufacturing Sun Sumei, Ernest Kurniawan, Doris Benda, Tan Sin Guan, Chin Alex
13 May 2021 SERC Institute for Infocomm Research Robust Domain-Free Domain Generalization with Class-Aware Alignment Wenyu Zhang, Mohamed Ragab, Ramon Sagarna
7 May 2021 SERC Institute for Infocomm Research Deep Multimodal Transfer Learning for Cross-Modal Retrieval Liangli Zhen, Peng Hu, Xi Peng, Rick Siow Mong Goh, Joey Tianyi Zhou
7 May 2021 SERC Institute for Infocomm Research Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network Brian Premchand, Kyaw Kyar Toe, Chuanchu Wang, Shoeb Shaikh, Camilo Libedinsky, Kai Keng Ang, Rosa Q. So
7 May 2021 SERC Institute for Infocomm Research RoboCoDraw: Robotic Avatar Drawing with GAN-based Style Transfer and Time-efficient Path Optimization Tianying Wang, Wei Qi Toh, Hao Zhang, Xiuchao Sui, Shaohua Li, Yong Liu, Wei Jing
7 May 2021 SERC Institute for Infocomm Research ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity Kangkang Lu, Cuong Manh Nguyen, Xun Xu, Kiran Krishnamachari, Yu Jing Goh, Chuan Sheng Foo
13 Mar 2021 SERC Institute for Infocomm Research SCOPE: Secure Compiling of PLCs in Cyber-Physical Systems Eyasu Getahun Chekole, Martín Ochoa, Sudipta Chattopadhyay
9 Feb 2021 SERC Institute for Infocomm Research KDnet-RUL: A Knowledge Distillation Framework to Compress Deep Neural Networks for Machine Remaining Useful Life Prediction Qing Xu, Zhenghua Chen, Keyu Wu, Chao Wang, Min Wu, Xiaoli Li
1 Feb 2021 SERC Institute for Infocomm Research Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations Navid Alemi Koohbanani, Balagopal Unnikrishnan, Syed Ali Khurram, Pavitra Krishnaswamy, Nasir Rajpoot
27 Jan 2021 BMRC Bioprocessing Technology Institute A SH3_5 Cell Anchoring Domain for Non-recombinant Surface Display on Lactic Acid Bacteria Pei Kun Richie Tay, Pei Yu Lim, Dave Siak-Wei Ow
14 Jan 2021 SERC Institute of High Performance Computing More Is Not Enough: A Deeper Understanding of the COVID-19 Impacts on Healthcare, Energy and Environment Is Crucial Peng Jiang, Jirí Jaromír Klemes, Yee Van Fan, Xiuju Fu, Yong Mong Bee
10 Jan 2021 SERC Institute for Infocomm Research Segmenting Kidney on Multiple Phase CT Images using ULBNet Yanling Chi
10 Jan 2021 SERC Institute of High Performance Computing Spatial-temporal potential exposure risk analytics and urban sustainability impacts related to COVID-19 mitigation: A perspective from car mobility behaviour Jiang Peng, Xiuju Fu, Yee Van Fan, Jirí Jaromír Klemes, Piao Chen, Stefan Ma, Wanbing Zhang
24 Dec 2020 SERC Institute for Infocomm Research Robust Train Component Detection with Cascade Convolutional Neural Networks based on Structure Knowledge Fan Wu, Zhongyao Cheng, Juelin Zhu, Cen Chen, Xiaoxi Yu, Yue Li, Zeng Zeng
13 Dec 2020 SERC Institute for Infocomm Research VAGAN: Vehicle-Aware Generative Adversarial Networks for Vehicle Detection in Rain Jiangang Wang, Kong Wah Wan, Weiyun Yau, Chun Ho Pang, Fon Lin Lai
8 Dec 2020 SERC Institute for Infocomm Research Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy Chen
1 Dec 2020 SERC Institute for Infocomm Research MACHINE-LEARNING BASED METHODOLOGIES FOR 3D X-RAY MEASUREMENT, CHARACTERIZATION AND OPTIMIZATION FOR BURIED STRUCTURES IN ADVANCED IC PACKAGES Ramanpreet Singh Pahwa, Tin Lay Nwe, Richard Chang, Zaw Min, Wang Jie, Tom Gregorich, David Ho, Vempati Srinivasa Rao
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
6 Nov 2020 BMRC Institute of Bioengineering and Nanotechnology Cognate base-pair selectivity of hydrophobic unnatural bases in DNA ligation by T4 DNA ligase Michiko Kimoto, Si Hui Gabriella Soh, Hui Pen Tan, Itaru Okamoto, Ichiro Hirao
26 Oct 2020 SERC Institute for Infocomm Research HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses Roshan Gopalakrishnan, Yansong Chua, Pengfei Sun, Ashish Jith Sreejith Kumar, Arindam Basu
21 Oct 2020 SERC Institute for Infocomm Research Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chuan Sheng Foo, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li
1 Oct 2020 SERC Institute of Materials Research and Engineering Fatigue Life Enhancement in Alpha/Beta Ti-6Al-4V after Shot Peening: An EBSD and TEM Crystallographic Orientation Mapping Study of Surface Layer Zheng Zhang, Ming Lin, Debbie Hwee Leng Seng, Siew Lang Teo, Fengxia Wei, Hui Ru Tan, Augustine Kok Heng Cheong, Su Hui Lim, Shijie Wang, Jisheng Pan
1 Oct 2020 SERC Institute for Infocomm Research Improving 3D Brain Tumor Segmentation With Predict-Refine Mechanism Using Saliency And Feature Maps Ramanpreet Singh Pahwa, Tin Lay Nwe, Oo Zaw Min, Gopalakrishnan Saisubramaniam, Lin Dongyun, Prasad Shitala, Li Yiqun, Dong Sheng
10 Sep 2020 SERC Institute of High Performance Computing What do CNNs gain by imitating the visual development of primate infants? Shantanu Jaiswal, Dongkyu Choi, Basura Fernando
7 Sep 2020 SERC Institute for Infocomm Research Adversarial Transfer Learning for Machine Remaining Useful Life Prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
27 Aug 2020 SERC Institute for Infocomm Research Deeply Supervised Active Learning for Finger Bones Segmentation Ziyuan Zhao, Xiaoyan Yang, Bharadwaj Veeravalli, Zeng Zeng
27 Aug 2020 SERC Institute for Infocomm Research Deep learning with long short-term memory networks for classification of dementia related travel patterns Nhu Khue Vuong, Yong Liu, Syin Chan, Chiew Tong Lau, Zhenghua Chen, Min Wu, Xiaoli Li
27 Aug 2020 SERC Institute for Infocomm Research Using Transcranial Direct Current Stimulation to Augment the Effect of Motor Imagery-Assisted Brain-Computer Interface Training in Chronic Stroke Patients—Cortical Reorganization Considerations Effie Chew, Wei-Peng Teo, Ning Tang, Kai Keng Ang, Yee Sien Ng, Juan Helen Zhou, Irvin Teh, Kok Soon Phua, Ling Zhao, Cuntai Guan
25 Aug 2020 SERC Institute for Infocomm Research Generative Adversarial Networks-Based Data Augmentation for Brain-Computer Interface Fatemeh Fahimi, Strahinja Dosen, Kai Keng Ang, Natalie Mrachacz-Kersting, Cuntai Guan
20 Jul 2020 SERC Institute for Infocomm Research Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network Brian Premchand, Kyaw Kyar Toe, Chuanchu Wang, Shoeb Shaikh, Camilo Libedinsky, Kai Keng Ang, Rosa Q. So
17 Jul 2020 SERC Institute of Materials Research and Engineering Giant piezoelectricity in oxide thin films with nanopillar structure Huajun Liu, Haijun Wu, Khuong Phuong Ong, Tiannan Yang, Ping Yang, Pranab Kumar Das, Xiao Chi, Yang Zhang, Caozheng Diao, Wai Kong Alaric Wong, Eh Piew Chew, Yi Fan Chen, Chee Kiang Ivan Chee Kiang Ivan, Andrivo Rusydi, Mark B. H. Breese, David J. Singh, Long-Qing Chen, Stephen J. Pennycook, Kui Yao
10 May 2020 BMRC Bioinformatics Institute Extending the Martini coarse-grained forcefield to N-glycans Aishwary T. Shivgan, Jan K. Marzinek, Roland G. Huber, Alexander Krah, Richard H. Henchman, Paul Matsudaira, Chandra S. Verma, Peter J. Bond
5 May 2020 BMRC Bioinformatics Institute De-risking Drug Discovery of Intracellular Targeting Peptides: Screening Strategies to Eliminate False-Positive Hits Simon Ng, Yu-Chi Juang, Arun Chandramohan, Hung Yi Kristal Kaan, Ahmad Sadruddin, Tsz Ying Yuen, Fernando J. Ferrer-Gago, Xue'Er Cheryl Lee, Liew Xi, Charles W. Johanes, Christopher J. Brown, Srinivasaraghavan Kanan, Pietro G. Aronica, Nils A. Berglund, Chandra S. Verma, Lijuan Liu, Alexander Stoeck, Tomi K. Sawyer, Anthony W. Partridge, David P. Lane
21 Apr 2020 BMRC Singapore Institute for Clinical Sciences Maternal Glycemia During Pregnancy and Child Carotid Intima Media Thickness, Pulse Wave Velocity, and Augmentation Index Wen Lun Yuan, Jinjie Lin, Michael S. Kramer, Keith M. Godfrey, Peter D Gluckman, Yap-Seng Chong, Lynette P.C. Shek, Kok Hian Tan, Shiao-Yng Chan, Johan G. Eriksson, Fabian Yap, Yung Seng Lee, Jonathan T. L. Choo, Hsi Ling Lieng
21 Apr 2020 SERC Institute for Infocomm Research An Optimized Quantization Constraints Set for Image Restoration and its GPU Implementation Jiajia Chen, Ye Ai, Susanto Rahardja, Shumin Liu
22 Mar 2020 BMRC Institute of Bioengineering and Nanotechnology Sanger Gap Sequencing for Genetic Alphabet Expansion of DNA Michiko Kimoto, Si Hui Gabriella Soh, Ichiro Hirao
1 Mar 2020 SERC Institute of High Performance Computing In situ disbond detection in adhesive bonded multi-layer metallic joint using time-of-flight variation of guided wave Menglong Liu, Shuting Chen, Zheng Zheng Wong, Kui Yao, Fangsen Cui
28 Feb 2020 BMRC Bioinformatics Institute Viruses go modular Ariel Shepley-McTaggart, Hao Fan, Marius Sudol, Ronald N. Harty
24 Feb 2020 SERC Institute of Materials Research and Engineering Constructing Polymorphic Nanodomains in BaTiO3 Films via Epitaxial Symmetry Engineering Wei Peng, Jacob A. Zorn, Junsik Mun, Muhammad Sheeraz, Chang Jae Roh, Jun Pan, Bo Wang, Kun Guo, Chang Won Ahn, Yaping Zhang, Kui Yao, Jong Seok Lee, Jin-Seok Chung, Tae Heon Kim, Long-Qing Chen, Miyoung Kim, Lingfei Wang, Tae Won Noh
12 Feb 2020 BMRC Singapore Institute for Clinical Sciences The Physicochemical Characterization of Unconventional Starches and Flours Used in Asia C. F. Grace Ng, Christiani Jeyakumar Henry
7 Feb 2020 SERC Institute for Infocomm Research Uncertainty Characterization for Predictive Analytics with Clinical Time Series Data Yang Guo, Zhengyuan Liu, Savitha Ramasamy, Pavitra Krishnaswamy
25 Jan 2020 BMRC Bioprocessing Technology Institute Investigation of the effect of salt additives in Protein L affinity chromatography for the purification of tandem single-chain variable fragment bispecific antibodies Serene W. Chen, Darryl Tan, Yuan Sheng Yang, Wei Zhang
18 Dec 2019 BMRC p53 Laboratory How the Other Half Lives: What p53 Does When It Is Not Being a Transcription Factor Teresa Ho, Ban Xiong Tan, David Lane
10 Dec 2019 SERC Institute for Infocomm Research Enhanced Gain-Flatness of Planar Log-Periodic Dipole Array Antenna Loaded with Metasurface Guohua Zhai, Sun Mei, Nasimuddin, Bo Shi
10 Dec 2019 SERC Institute for Infocomm Research ICS-SEA: Formally Modeling the Conflicting Design Constraints in ICS Eyasu Getahun Chekole, Huaqun Guo
12 Nov 2019 SERC National Metrology Centre GPS-PWV Based Improved Long-Term Rainfall Prediction Algorithm for Tropical Regions Shilpa Manandhar, Yee Hui Lee, Yu Song Meng
1 Nov 2019 SERC Institute for Infocomm Research Algebraic Differential Fault Analysis on SIMON Block Cipher Sze Ling Yeo, Le Duc Phong, Khoong Ming Khoo
27 Oct 2019 SERC Institute for Infocomm Research Attribute Manipulation Generative Adversarial Networks for Fashion Images Kenan E. Ak, Joo Hwee Lim, Jo Yew Tham, Ashraf A. Kassim
21 Oct 2019 SERC Institute for Infocomm Research Curb and Lane Tracking using Local Cues for Autonomous Vehicles Saurab Verma, Syed Zeeshan Ahmed, Albertus Hendrawan Adiwahono, Vincensius Billy Saputra, Kun Zhang
21 Oct 2019 SERC Institute for Infocomm Research Object Detection Under Heavy Rain Conditions for Autonomous Vehicles Prabhu Shankar Mahendran, Jian-Gang Wang, Eam-Khwang Teoh, Zhuo Sheng Chin