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Publication date Communities Collections Article title Author(s) Journal/Conference
7 May 2021 SERC Institute for Infocomm Research Semi-Supervised Deep Learning Based Wireless Interference Identification for IIoT Networks (Pending publish) Jiajia Huang, Min Li Huang, Peng Hui Tan, Zhenghua Chen, Sumei Sun
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
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 Enhancing Robustness of Malware Detection using Synthetically-adversarial Samples (Pending publish) Wee Ling Tan, Tram Truong-Huu
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