Abhinav Goel

According to our database, Abhinav Goel authored at least 24 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision.

Abhinav Goel, Caleb Tung, Nick Eliopoulos, George K. Thiruvathukal, Amy Wang, Yung-Hsiang Lu, James C. Davis

IEEE Des. Test, June, 2023

Observing Human Mobility Internationally During COVID-19.

Shane Allcroft, Mohammed Metwaly, Zachery Berg, Isha Ghodgaonkar, Fischer Bordwell, Xinxin Zhao, Xinglei Liu, Jiahao Xu, Subhankar Chakraborty, Vishnu Banna, Akhil Chinnakotla, Abhinav Goel, Caleb Tung, Gore Kao, Wei Zakharov, David A. Shoham, George K. Thiruvathukal, Yung-Hsiang Lu

Computer, March, 2023

Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision.

Wenxin Jiang, Vishnu Banna, Naveen Vivek, Abhinav Goel, Nicholas Synovic, George K. Thiruvathukal, James C. Davis

CoRR, 2023

2022

Why Accuracy is Not Enough: The Need for Consistency in Object Detection.

Caleb Tung, Abhinav Goel, Fischer Bordwell, Nick Eliopoulos, Xiao Hu, Yung-Hsiang Lu, George K. Thiruvathukal

IEEE Multim., 2022

Establishing trust in vehicle-to-vehicle coordination: a sensor fusion approach.

Jakob Veselsky, Jack West, Isaac Ahlgren, George K. Thiruvathukal, Neil Klingensmith, Abhinav Goel, Wenxin Jiang, James C. Davis, Kyuin Lee, Younghyun Kim

Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision.

Abhinav Goel, Caleb Tung, Nick Eliopoulos, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu

Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022

Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks.

Abhinav Goel, Caleb Tung, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision.

Caleb Tung, Abhinav Goel, Xiao Hu, Nick Eliopoulos, Emmanuel S. Amobi, George K. Thiruvathukal, Vipin Chaudhary, Yung-Hsiang Lu

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Modular Neural Networks for Low-Power Image Classification on Embedded Devices.

Abhinav Goel, Sarah Aghajanzadeh, Caleb Tung, Shuo-Han Chen, George K. Thiruvathukal, Yung-Hsiang Lu

ACM Trans. Design Autom. Electr. Syst., 2021

Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks.

Abhinav Goel, Caleb Tung, Xiao Hu, Haobo Wang, James C. Davis, George K. Thiruvathukal, Yung-Hsiang Lu

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

Dynamic Adjustment of Concurrent Neural Networks within Limited Power Thermal Constraints in Autonomous Driving.

Hee Jun Park, Abhinav Goel

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Analyzing Worldwide Social Distancing through Large-Scale Computer Vision.

Isha Ghodgaonkar, Subhankar Chakraborty, Vishnu Banna, Shane Allcroft, Mohammed Metwaly, Fischer Bordwell, Kohsuke Kimura, Xinxin Zhao, Abhinav Goel, Caleb Tung, Akhil Chinnakotla, Minghao Xue, Yung-Hsiang Lu, Mark Daniel Ward, Wei Zakharov, David S. Ebert, David M. Barbarash, George K. Thiruvathukal

CoRR, 2020

Observing Responses to the COVID-19 Pandemic using Worldwide Network Cameras.

Isha Ghodgaonkar, Abhinav Goel, Fischer Bordwell, Caleb Tung, Sarah Aghajanzadeh, Noah Curran, Ryan Chen, Kaiwen Yu, Sneha Mahapatra, Vishnu Banna, Gore Kao, Kate Lee, Xiao Hu, Nick Eliopolous, Akhil Chinnakotla, Damini Rijhwani, Ashley Kim, Aditya Chakraborty, Mark Daniel Ward, Yung-Hsiang Lu, George K. Thiruvathukal

CoRR, 2020

A Survey of Methods for Low-Power Deep Learning and Computer Vision.

Abhinav Goel, Caleb Tung, Yung-Hsiang Lu, George K. Thiruvathukal

Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Low-power object counting with hierarchical neural networks.

Abhinav Goel, Caleb Tung, Sarah Aghajanzadeh, Isha Ghodgaonkar, Shreya Ghosh, George K. Thiruvathukal, Yung-Hsiang Lu

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

Camera Placement Meeting Restrictions of Computer Vision.

Sarah Aghajanzadeh, Roopasree Naidu, Shuo-Han Chen, Caleb Tung, Abhinav Goel, Yung-Hsiang Lu, George K. Thiruvathukal

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Low-Power Computer Vision: Status, Challenges, and Opportunities.

Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Low-Power Computer Vision: Status, Challenges, Opportunities.

Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

CoRR, 2019

2018

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

Abhinav Goel, Adarsh Patel, Kyatsandra G. Nagananda, Pramod K. Varshney

IEEE Signal Process. Lett., 2018

CompactNet: High Accuracy Deep Neural Network Optimized for On-Chip Implementation.

Abhinav Goel, Zeye Liu, Ronald D. Blanton

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2016

RFID sensor network based pervasive computing.

Jetendra Joshi, Abhinandan Bhargava, Urijit Kurulkar, Joshitha Reddy, Amrit Bagga, Abhinav Goel, Pranith Reddy

Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016

Secured and energy efficient architecture for sensor networks.

Jetendra Joshi, Amrit Bagga, Abhinandan Bhargava, Abhinav Goel, Divya Sara Kurian, Urijit Kurulkar

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2016

2013

Efficient Category Mining by Leveraging Instance Retrieval.

Abhinav Goel, Mayank Juneja, C. V. Jawahar

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Are buildings only instances?: exploration in architectural style categories.

Abhinav Goel, Mayank Juneja, C. V. Jawahar

Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012