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Publication date Communities Collections Article title Author(s) Journal/Conference
8 Jul 2025 SERC Institute for Infocomm Research Defect Detection and Localization using 2D Slicing Method on 3D X-ray Microscopy Aye Phyu Phyu Aung, Zhuoyi Lin, Ramanpreet Singh Pahwa, Riko I Made, Senthilnath Jayavelu AI4X 2025
26 Jun 2025 SERC Institute for Infocomm Research Efficient Visual Inspection Framework of High-Bandwidth Memory Bumps with Generative and Deep Learning AI Richard Chang, Jie Wang, Ser Choong Chong, Xulei Yang, Ramanpreet Singh Pahwa 2025 IEEE 75th Electronic Components and Technology Conference (ECTC)
26 Jun 2025 SERC Institute for Infocomm Research An Efficient Data Augmentation and Semantic Segmentation Framework for 3D Defect Detection of HBMs Yang Yu, Jie Wang, Richard Chang, Ser Choong Chong, Ramanpreet Singh Pahwa, Xulei Yang 2025 IEEE 75th Electronic Components and Technology Conference (ECTC)
2 May 2025 SERC Institute for Infocomm Research Artificial intelligence-enhanced 3D gait analysis with a single consumer-grade camera Ling Guo, Richard Chang, Jie Wang, Amudha Narayanan, Peisheng Qian, Mei Chee Leong, Partha Pratim Kundu, Sriram Senthilkumar, Sai Chaitanya Garlapati, Elson Ching Kiat Yong, Ramanpreet Singh Pahwa Journal of Biomechanics
26 Jun 2024 SERC Institute for Infocomm Research A Unified and Adaptive Continual Learning Method for Feature Segmentation of Buried Packages in 3D XRM Images Richard Chang, Wang Jie, Namrata Thakur, Ziyuan Zhao, Ramanpreet Singh Pahwa, Xulei Yang 2024 IEEE 74th Electronic Components and Technology Conference (ECTC)
18 Mar 2024 SERC Institute for Infocomm Research Efficient and Adaptive Semantic Segmentation of HBMs using Incremental Learning Richard Chang, Namrata Thakur, Jie Wang, Yurni Li, Ser Choong Chong, Ramanpreet Singh Pahwa 2023 IEEE 25th Electronics Packaging Technology Conference (EPTC)
3 Aug 2023 SERC Institute for Infocomm Research 3D Defect Detection and Metrology of HBMs using Semi-Supervised Deep Learning Ramanpreet Singh Pahwa, Richard Chang, Wang Jie, Zhao Ziyuan, Cai Lile, Xu Xun, Foo Chuan Sheng, Chong Ser Choong, Vempati Srinivasa Rao 2023 IEEE 73rd Electronic Components and Technology Conference (ECTC)
9 Jun 2023 SERC Institute for Infocomm Research Robust Detection, Segmentation, and Metrology of High Bandwidth Memory 3D Scans Using an Improved Semi-Supervised Deep Learning Approach Jie Wang, Richard Chang, Ziyuan Zhao, Ramanpreet Singh Pahwa Sensors
18 Jan 2023 SERC Institute for Infocomm Research Improved Bump Detection and Defect Identification for HBMs using Refined Machine Learning Approach Wang Jie, Richard Chang, Xu Xun, Cai Lile, Chuang Sheng Foo, Ramanpreet Singh Pahwa 2022 IEEE 24th Electronics Packaging Technology Conference (EPTC)
21 Nov 2022 SERC Institute for Infocomm Research DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Ziyuan Zhao, Mingxi Xu, Peisheng Qian, Ramanpreet Singh Pahwa, Richard Chang 33rd British Machine Vision Conference 2022