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Challenges and practices of deep learning model reengineering: A case study on computer vision

Empirical Software Engineering
2024-11 | Journal article
DOI: 10.1007/s10664-024-10521-0
Contributors: Wenxin Jiang; Vishnu Banna; Naveen Vivek; Abhinav Goel; Nicholas Synovic; George K. Thiruvathukal; James C. Davis
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Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision

IEEE Design & Test
2023-06 | Journal article
DOI: 10.1109/MDAT.2022.3217016
Contributors: Abhinav Goel; Caleb Tung; Nick Eliopoulos; George K. Thiruvathukal; Amy Wang; Yung-Hsiang Lu; James C. Davis
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Why Accuracy is Not Enough: The Need for Consistency in Object Detection

IEEE MultiMedia
2022-07-01 | Journal article
DOI: 10.1109/MMUL.2022.3175239
Contributors: Caleb Tung; Abhinav Goel; Fischer Bordwell; Nick Eliopoulos; Xiao Hu; Yung-Hsiang Lu; George K. Thiruvathukal
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Low-Power Computer Vision: Status, Challenges, Opportunities

2019-04-15 | Preprint
ARXIV: arXiv:1904.07714v1
Source: Self-asserted source
Abhinav Goel

Robustness of the Counting Rule for Distributed Detection in Wireless Sensor Networks

IEEE Signal Processing Letters
2018-08 | Journal article
DOI: 10.1109/LSP.2018.2850529
Contributors: Abhinav Goel; Adarsh Patel; Kyatsandra G. Nagananda; Pramod K. Varshney
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