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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Apr 2022 SERC Institute for Infocomm Research Bi-LSTM-Based Two-Stream Network for Machine Remaining Useful Life Prediction Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
9 Dec 2021 SERC Institute for Infocomm Research Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
9 Dec 2021 SERC Institute for Infocomm Research Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
9 Dec 2021 SERC Institute for Infocomm Research Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao, Zeyu Ma, Yanjie Liu, Zeng Zeng, Pierce KH Chow 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
19 Oct 2021 SERC Institute for Infocomm Research Attention based Temporal convolutional network for ϕ-OTDR event classification Manling Tian, Hui Dong, Kuanglu Yu 2021 19th International Conference on Optical Communications and Networks (ICOCN)
22 Sep 2021 SERC Institute for Infocomm Research Privacy-Preserving Collective Learning With Homomorphic Encryption Jestine Paul, Meenatchi Sundaram Muthu Selva Annamalai, William Ming, Ahmad Al Badawi, Bharadwaj Veeravalli, Khin Mi Mi Aung IEEE Access
6 Sep 2021 SERC Institute for Infocomm Research ENAD: An Ensemble Framework for Unsupervised Network Anomaly Detection Jingyi Liao, Sin G. Teo, Partha Pratim Kundu, Tram Truong-Huu 2021 IEEE International Conference on Cyber Security and Resilience (CSR)
31 Aug 2021 SERC Institute for Infocomm Research An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg, Wenyu Zhang, Jules Samaran, Savitha Ramasamy, Chuan-Sheng Foo IEEE Transactions on Neural Networks and Learning Systems
23 Aug 2021 SERC Institute for Infocomm Research Systematic Analysis of Circular Artifacts for Stylegan Way Tan, Bihan Wen, Cen Chen, Zeng Zeng, Xulei Yang 2021 IEEE International Conference on Image Processing (ICIP)
1 Jul 2021 SERC Institute for Infocomm Research Semi-supervised classification of radiology images with NoTeacher: A teacher that is not mean Balagopal Unnikrishnan, Cuong Nguyen, Shafa Balaram, Chao Li, Chuan Sheng Foo, Pavitra Krishnaswamy Medical Image Analysis
21 Jun 2021 SERC Institute for Infocomm Research DOReN: Towards Efficient Deep Convolutional Neural Networks with Fully Homomorphic Encryption Souhail Meftah, Benjamin Hong Meng Tan, Fook Mun Chan, Khin Mi Mi Aung, Bharadwaj Veeravalli, Vijay Chandrasekhar IEEE Transactions on Information Forensics and Security
9 Jun 2021 SERC Institute for Infocomm Research H-Stegonet: A Hybrid Deep Learning Framework for Robust Steganalysis Soumik Mondal, Yeo Sze Ling, Arulmurugan Ambikapathi 2021 IEEE International Conference on Multimedia and Expo (ICME)
13 May 2021 SERC Institute for Infocomm Research, Institute of High Performance Computing A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data Zaifeng Yang, Yubo Hou, Zhenghua Chen, Le Zhang, Jie Chen ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
7 May 2021 SERC Institute for Infocomm Research Towards the AlexNet Moment for Homomorphic Encryption: HCNN, the First Homomorphic CNN on Encrypted Data with GPUs Ahmad QaisarAhmadAlBadawi, Jin Chao, Jie Lin, Chan Fook Mun, Sim Jun Jie, Xiao Nan, Benjamin Hong Meng Tan, Khin Mi Mi Aung, Vijay Chandrasekhar IEEE Transactions on Emerging Topics in Computing
7 May 2021 SERC Institute for Infocomm Research A*3D Dataset: Towards Autonomous Driving in Challenging Environments International Conference on Robotics and Automation
2 May 2021 SERC Institute for Infocomm Research Combined two-level damage identification strategy using ultrasonic guided waves and physical knowledge assisted machine learning Mahindra Rautela, J. Senthilnath, Jochen Moll, Srinivasan Gopalakrishnan Ultrasonics
16 Apr 2021 SERC Institute for Infocomm Research ASVtorch toolkit: Speaker verification with deep neural networks KONG AIK LEE, Ville Vestman, Tomi Kinnunen SoftwareX
15 Feb 2021 SERC Institute for Infocomm Research Semi-Supervised Deep Learning Based Wireless Interference Identification for IIoT Networks Jiajia Huang, Min Li Huang, Peng Hui Tan, Zhenghua Chen, Sumei Sun 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall)
25 Jan 2021 SERC Institute for Infocomm Research Enhancing Robustness of Malware Detection using Synthetically-adversarial Samples Wee Ling Tan, Tram Truong-Huu 2020 IEEE Global Communications Conference (GLOBECOM 2020)
21 Jan 2021 SERC Institute for Infocomm Research Super-Resolution ISAR Imaging for Maneuvering Target Based on Deep-Learning-Assisted Time-Frequency Analysis Jiang Qian, Shaoyin Huang, Lu Wang, Guoan Bi, Xiaobo Yang IEEE Transactions on Geoscience and Remote Sensing
18 Jan 2021 SERC Institute for Infocomm Research DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan IEEE Journal of Biomedical and Health Informatics
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 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) 2020
7 Dec 2020 SERC Institute for Infocomm Research Cost Sensitive Optimization of Deepfake Detector Ivan Kukanov Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)
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 International Wafer Level Packaging Conference (IWLPC)
26 Oct 2020 SERC Institute for Infocomm Research EMPIRICAL ANALYSIS OF OVERFITTING AND MODE DROP IN GAN TRAINING Yasin Yazici, Chuan-Sheng Foo, Stefan Winkler, Kim-Hui Yap, Vijay Chandrasekhar IEEE International Conference on Image Processing
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 Frontiers in Neuroscience
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 IEEE Transactions on Industrial Informatics
2 Oct 2020 SERC Institute for Infocomm Research Transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection Xintong Li, Huijuan Yang, Zhiping Lin, Pavitra Krishnaswamy IMIMIC 2020, MIL3ID 2020, LABELS 2020: Interpretable and Annotation-Efficient Learning for Medical Image Computing
29 Sep 2020 SERC Institute for Infocomm Research Semi-supervised Classification of Diagnostic Radiographs with NoTeacher: A Teacher that is Not Mean Balagopal Unnikrishnan, Cuong Manh Nguyen, Shafa Balaram, Chuan Sheng Foo, Pavitra Krishnaswamy International Conference on Medical Image Computing and Computer-Assisted Intervention
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 2020 IEEE International Conference on Prognostics and Health Management (ICPHM)
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 IEEE Transactions on Neural Networks and Learning Systems
13 Aug 2020 SERC Institute for Infocomm Research Effects of Local and Global Spatial Patterns in EEG Motor-Imagery Classification using Convolutional Neural Network Jacob Jiexun Liao, Joy jiayu Luo, Tao Yang, Rosa Qi Yue So, Matthew Chin Heng Chua Brain-Computer Interfaces
20 Jul 2020 SERC Institute for Infocomm Research Efficient Deep Learning-based Wound-bed Segmentation For Mobile Applications EE PING ONG, Ka Yin Christina Tang, Beng-Hai Lee Annual International Conferences of the IEEE Engineering in Medicine and Biology Society
20 Jul 2020 SERC Institute for Infocomm Research Limited-Angle Computed Tomography Reconstruction using Combined FDK-Based Neural Network and U-Net Yiying Wang, Tao Yang, Weimin Huang 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society
1 Jul 2020 SERC Institute for Infocomm Research Role of the Choroid in Automated Age-related Macular Degeneration Detection from Optical Coherence Tomography Images Ruchir Srivastava, EE PING ONG, Beng-Hai Lee Engineering in Medicine and Biology Conference 2020
19 Mar 2020 SERC Institute for Infocomm Research An Unsupervised Deep Learning System for Acoustic Scene Analysis Mou Wang, Xiaolei Zhang, Susanto Rahardja Applied Sciences
10 Jan 2020 SERC Institute for Infocomm Research Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery Senthilnath J, Varia Neelanshi, Dokania Akanksha, Anand Gaotham, Benediktsson Jón Atli Remote Sensing
10 Dec 2019 SERC Institute for Infocomm Research Convolutional Neural Networks for Absence Seizure Detection with Frontal EEG Electrodes Zhuo Zhang, Dajiang He, Mustafa Talha Avcu, Derrick Wei Shih Chan The 17th International Conference on Biomedical Engineering (ICBME)
27 Oct 2019 SERC Institute for Infocomm Research FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision Ramanpreet Pahwa, Jin Chao, Jestine Paul, Yiqun Li, Tin Lay Nwe Ma, Shudong Xie, Ashish James, Arulmurugan Ambikapathi, Zeng Zeng, Vijay Chandrasekhar IEEE-ITSC 2019
24 Oct 2019 SERC Institute for Infocomm Research Traffic Light and Vehicle Signal Recognition with High Dynamic Range Imaging and Deep Learning Jian-Gang Wang, Lu-Bing Zhou Deep Learning: Algorithms and Applications
13 Oct 2019 SERC Institute for Infocomm Research Towards Practical Unsupervised Anomaly Detection on Retinal Images Khalil Ouardini Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo DART 2019, MIL3ID 2019: Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
3 Oct 2019 SERC Institute for Infocomm Research Smartphone Sensor based Human Activity Recognition using Feature Fusion and Maximum Full A Posteriori Zhenghua Chen, Chaoyang Jiang, Shili Xiang, Jie Ding, Min Wu, Xiaoli Li IEEE Transactions on Instrumentation and Measurement
29 Sep 2019 BMRC Bioinformatics Institute Automated grading of acne vulgaris by deep learning with convolutional neural networks Ziying Vanessa Lim, Farhan Akram, Cuong Phuc Ngo, Amadeus Aristo Winarto, Wei Qing Lee, Kaicheng Liang, Hazel Hweeboon Oon, Steven Tien Guan Thng, Hwee Kuan Lee Skin Research & Technology
26 Sep 2019 SERC Institute for Infocomm Research Nonlinear Regression via Deep Negative Correlation Learning Zhang Le, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng IEEE Transactions on Pattern Analysis and Machine Intelligence
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)
22 Sep 2019 SERC Institute for Infocomm Research Optimizing the Bit Allocation for Compression of Weights and Activations of Deep Neural Networks Wang Zhe, Jie Lin, Vijay Chandrasekhar, Bernd Girod 2019 IEEE International Conference on Image Processing (ICIP)
19 May 2019 SERC Institute for Infocomm Research A Deep Learning Approach for Sleep-Wake Detection from HRV and Accelerometer Data Jiyan Wu, Zhenghua Chen, Min Wu, Jie Ding, Zeng Zeng, Karl Surmarcz, Xiaoli Li 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
19 May 2019 SERC Institute for Infocomm Research 3D Inception U-Net for Aorta Segmentation using Computed Tomography Cardiac Angiography Savitha Rani Ravichandran, Balaji Nataraj, Su Huang, Zhiliang Qin, Zhongkang Lu, Akie Katsuki, Weimin Huang, Zeng Zeng IEEE-EMBS International Conference on Biomedical and Health Informatics 2019 (BHI-2019)
3 May 2019 SERC Institute for Infocomm Research Pedestrian Trajectory Prediction Using RNN Encoder-Decoder with Spatio-Temporal Attentions Eam Khwang Teoh, Niraj Bhujel, Wei-Yun Yau 2019 IEEE 5th International Conference on Mechatronics System and Robots (ICMSR)
26 Mar 2019 SERC Institute for Infocomm Research Dataflow-based Joint Quantization for Deep Neural Networks Xue Geng, Jie Fu, Bin Zhao, Jie Lin, Mohamed Aly, Christopher Pal, Vijay Chandrasekhar 2019 Data Compression Conference (DCC)