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Publication date Communities Collections Article title Author(s) Journal/Conference
24 Nov 2023 SERC Institute for Infocomm Research Towards revolutionizing Neurological and Orthopaedic Care with AI powered 3D Gait Analysis (Pending publish) Partha Pratim Kundu, Ramanpreet Pahwa, Richard Chang, Guo Ling, Manas Gupta, Wang Jie, Leong Mei Chee, Sun Ying, Cheng Yi, Amudha Narayanan, Elson Yong AI Health Summit, 2023
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
18 Oct 2022 SERC Institute for Infocomm Research Exploring Active Learning for Semiconductor Defect Segmentation Lile Cai, Ramanpreet Singh Pahwa, Xun Xu, Jie Wang, Richard Chang, Lining Zhang, Chuan-Sheng Foo 2022 IEEE International Conference on Image Processing (ICIP)
12 Jul 2022 SERC Institute for Infocomm Research Automated Detection and Segmentation of HBMs in 3D X-ray Images using Semi-Supervised Deep Learning Ramanpreet Singh Pahwa, Richard Chang, Wang Jie, Xu Xun, Oo Zaw Min, Foo Chuan Sheng, Chong Ser Choong, Vempati Srinivasa Rao 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC)
27 Apr 2022 SERC Institute for Infocomm Research On the Use of Component Structural Characteristics for Voxel Segmentation in Semicon 3D Images Tin Lay Nwe, Ramanpreet Singh Pahwa, Richard Chang, Oo Zaw Min, Wang Jie, Yiqun Li, Dongyun Lin, Shitala Prasad, Sheng Dong ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
13 Apr 2022 SERC Institute for Infocomm Research Creating Semi-supervised learning-based Adaptable Object Detection Models for Autonomous Service Robot Richard Chang, Ramanpreet Singh Pahwa, Jie Wang, Lawrence Chen, Sankeerthana Satini, Kong Wah Wan, David Hsu SSRN Electronic Journal
2 Nov 2021 SERC Institute for Infocomm Research A Survey on Object Detection Performance with Different Data Distributions Ramanpreet Singh Pahwa, Richard Chang, Wang Jie, Sankeerthana Satini, Chandrashekar Viswanathan, Du Yiming, Vernica Jain, Chen Tai Pang, Wan Kong Wah Lecture Notes in Computer Science