Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
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 (Pending publish) 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
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