| A survey of methods for low-power deep learning and computer vision A Goel, C Tung, YH Lu, GK Thiruvathukal 2020 IEEE 6th World Forum on Internet of Things (WF-IoT), 1-6, 2020 | 126 | 2020 |
| Low-power computer vision: Status, challenges, and opportunities S Alyamkin, M Ardi, AC Berg, A Brighton, B Chen, Y Chen, HP Cheng, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019 | 101 | 2019 |
| Visual positioning system for automated indoor/outdoor navigation S Anup, A Goel, S Padmanabhan TENCON 2017-2017 IEEE region 10 conference, 1027-1031, 2017 | 32 | 2017 |
| Modular neural networks for low-power image classification on embedded devices A Goel, S Aghajanzadeh, C Tung, SH Chen, GK Thiruvathukal, YH Lu ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (1 …, 2020 | 28 | 2020 |
| Analyzing worldwide social distancing through large-scale computer vision I Ghodgaonkar, S Chakraborty, V Banna, S Allcroft, M Metwaly, F Bordwell, ... arXiv preprint arXiv:2008.12363, 2020 | 22 | 2020 |
| Robustness of the counting rule for distributed detection in wireless sensor networks A Goel, A Patel, KG Nagananda, PK Varshney IEEE Signal Processing Letters 25 (8), 1191-1195, 2018 | 21 | 2018 |
| Efficient computer vision on edge devices with pipeline-parallel hierarchical neural networks A Goel, C Tung, X Hu, GK Thiruvathukal, JC Davis, YH Lu 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 532-537, 2022 | 18 | 2022 |
| Camera placement meeting restrictions of computer vision S Aghajanzadeh, R Naidu, SH Chen, C Tung, A Goel, YH Lu, ... 2020 IEEE International Conference on Image Processing (ICIP), 3254-3258, 2020 | 18 | 2020 |
| Challenges and practices of deep learning model reengineering: A case study on computer vision W Jiang, V Banna, N Vivek, A Goel, N Synovic, GK Thiruvathukal, ... Empirical Software Engineering 29 (6), 142, 2024 | 14 | 2024 |
| Low-power object counting with hierarchical neural networks A Goel, C Tung, S Aghajanzadeh, I Ghodgaonkar, S Ghosh, ... Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020 | 9 | 2020 |
| CompactNet: High Accuracy Deep Neural Network Optimized for On-Chip Implementation A Goel, Z Liu, R Blanton IEEE International Conference on Big Data, 2018 | 9 | 2018 |
| Observing responses to the COVID-19 pandemic using worldwide network cameras I Ghodgaonkar, A Goel, F Bordwell, C Tung, S Aghajanzadeh, N Curran, ... arXiv preprint arXiv:2005.09091, 2020 | 7* | 2020 |
| Low-power multi-camera object re-identification using hierarchical neural networks A Goel, C Tung, X Hu, H Wang, JC Davis, GK Thiruvathukal, YH Lu 2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021 | 6 | 2021 |
| Irrelevant pixels are everywhere: Find and exclude them for more efficient computer vision C Tung, A Goel, X Hu, N Eliopoulos, ES Amobi, GK Thiruvathukal, ... 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 5 | 2022 |
| Why accuracy is not enough: The need for consistency in object detection C Tung, A Goel, F Bordwell, N Eliopoulos, X Hu, YH Lu, GK Thiruvathukal IEEE MultiMedia 29 (3), 8-16, 2022 | 4 | 2022 |
| Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision A Goel, C Tung, N Eliopoulos, GK Thiruvathukal, A Wang, YH Lu, ... IEEE Design & Test 40 (3), 53-61, 2022 | 3 | 2022 |
| Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision A Goel, C Tung, N Eliopoulos, X Hu, GK Thiruvathukal, JC Davis, YH Lu Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2022 | 2 | 2022 |
| Dynamic Adjustment of Concurrent Neural Networks within Limited Power Thermal Constraints in Autonomous Driving HJ Park, A Goel 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 2 | 2021 |
| Strichartz Estimates for One Dimensional Stochastic Schrodinger Equation with Potential A Goel arXiv preprint arXiv:2410.05148, 2024 | 1 | 2024 |
| Efficient vision perception HJ Park, A Goel, YH Kang US Patent App. 17/701,400, 2023 | 1 | 2023 |