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Caleb Tung
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2020 – today
- 2024
- [c10]Caleb Tung, Nicholas Eliopoulos, Purvish Jajal, Gowri Ramshankar, Cheng-Yun Yang, Nicholas Synovic, Xuecen Zhang, Vipin Chaudhary, George K. Thiruvathukal, Yung-Hsiang Lu:
An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions. ASPDAC 2024: 890-895 - 2023
- [j4]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
:
Observing Human Mobility Internationally During COVID-19. Computer 56(3): 59-69 (2023) - [j3]Abhinav Goel
, Caleb Tung
, Nick Eliopoulos
, George K. Thiruvathukal, Amy Wang
, Yung-Hsiang Lu
, James C. Davis
:
Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision. IEEE Des. Test 40(3): 53-61 (2023) - [i11]Caleb Tung, Nicholas Eliopoulos
, Purvish Jajal, Gowri Ramshankar, Chen-Yun Yang, Nicholas Synovic, Xuecen Zhang, Vipin Chaudhary, George K. Thiruvathukal, Yung-Hsiang Lu:
An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions. CoRR abs/2310.07782 (2023) - 2022
- [j2]Caleb Tung
, Abhinav Goel
, Fischer Bordwell
, Nick Eliopoulos
, Xiao Hu
, Yung-Hsiang Lu
, George K. Thiruvathukal
:
Why Accuracy is Not Enough: The Need for Consistency in Object Detection. IEEE Multim. 29(3): 8-16 (2022) - [c9]Caleb Tung, Abhinav Goel, Xiao Hu
, Nick Eliopoulos
, Emmanuel S. Amobi, George K. Thiruvathukal, Vipin Chaudhary, Yung-Hsiang Lu:
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. AICAS 2022: 340-343 - [c8]Abhinav Goel, Caleb Tung, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu:
Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks. ASP-DAC 2022: 532-537 - [c7]Abhinav Goel, Caleb Tung, Nick Eliopoulos, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu:
Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision. ISLPED 2022: 30:1-30:6 - [i10]Caleb Tung, Abhinav Goel, Xiao Hu
, Nicholas Eliopoulos, Emmanuel S. Amobi, George K. Thiruvathukal, Vipin Chaudhary, Yung-Hsiang Lu:
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. CoRR abs/2207.10741 (2022) - [i9]Caleb Tung, Abhinav Goel, Fischer Bordwell, Nick Eliopoulos, Xiao Hu
, George K. Thiruvathukal, Yung-Hsiang Lu:
Why Accuracy Is Not Enough: The Need for Consistency in Object Detection. CoRR abs/2207.13890 (2022) - [i8]Kartikeya Bhardwaj, James Ward, Caleb Tung, Dibakar Gope, Lingchuan Meng, Igor Fedorov, Alex Chalfin, Paul N. Whatmough, Danny Loh:
Restructurable Activation Networks. CoRR abs/2208.08562 (2022) - 2021
- [j1]Abhinav Goel, Sarah Aghajanzadeh, Caleb Tung, Shuo-Han Chen
, George K. Thiruvathukal, Yung-Hsiang Lu:
Modular Neural Networks for Low-Power Image Classification on Embedded Devices. ACM Trans. Design Autom. Electr. Syst. 26(1): 1:1-1:35 (2021) - [c6]Abhinav Goel, Caleb Tung, Xiao Hu
, Haobo Wang, James C. Davis, George K. Thiruvathukal, Yung-Hsiang Lu:
Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks. ISLPED 2021: 1-6 - [c5]Jordan Winkler, Abhimanyu Agarwal, Caleb Tung, Dario Rios Ugalde, Young Jin Jung, James C. Davis
:
A replication of 'DeepBugs: a learning approach to name-based bug detection'. ESEC/SIGSOFT FSE 2021: 1604 - [i7]Abhinav Goel, Caleb Tung, Xiao Hu, Haobo Wang, James C. Davis, George K. Thiruvathukal, Yung-Hsiang Lu:
Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks. CoRR abs/2106.10588 (2021) - [i6]Abhinav Goel, Caleb Tung, Xiao Hu, George K. Thiruvathukal, James C. Davis, Yung-Hsiang Lu:
Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks. CoRR abs/2109.13356 (2021) - 2020
- [c4]Sarah Aghajanzadeh, Roopasree Naidu, Shuo-Han Chen
, Caleb Tung, Abhinav Goel, Yung-Hsiang Lu, George K. Thiruvathukal:
Camera Placement Meeting Restrictions of Computer Vision. ICIP 2020: 3254-3258 - [c3]Abhinav Goel, Caleb Tung, Sarah Aghajanzadeh, Isha Ghodgaonkar, Shreya Ghosh, George K. Thiruvathukal, Yung-Hsiang Lu:
Low-power object counting with hierarchical neural networks. ISLPED 2020: 163-168 - [c2]Abhinav Goel, Caleb Tung, Yung-Hsiang Lu, George K. Thiruvathukal:
A Survey of Methods for Low-Power Deep Learning and Computer Vision. WF-IoT 2020: 1-6 - [i5]Abhinav Goel, Caleb Tung, Yung-Hsiang Lu, George K. Thiruvathukal:
A Survey of Methods for Low-Power Deep Learning and Computer Vision. CoRR abs/2003.11066 (2020) - [i4]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:
Observing Responses to the COVID-19 Pandemic using Worldwide Network Cameras. CoRR abs/2005.09091 (2020) - [i3]Abhinav Goel, Caleb Tung, Sarah Aghajanzadeh, Isha Ghodgaonkar, Shreya Ghosh, George K. Thiruvathukal, Yung-Hsiang Lu:
Low-Power Object Counting with Hierarchical Neural Networks. CoRR abs/2007.01369 (2020) - [i2]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:
Analyzing Worldwide Social Distancing through Large-Scale Computer Vision. CoRR abs/2008.12363 (2020)
2010 – 2019
- 2019
- [c1]Caleb Tung, Matthew R. Kelleher, Ryan J. Schlueter, Binhan Xu, Yung-Hsiang Lu, George K. Thiruvathukal, Yen-Kuang Chen, Yang Lu:
Large-Scale Object Detection of Images from Network Cameras in Variable Ambient Lighting Conditions. MIPR 2019: 393-398 - 2018
- [i1]Caleb Tung, Matthew R. Kelleher, Ryan J. Schlueter, Binhan Xu, Yung-Hsiang Lu, George K. Thiruvathukal, Yen-Kuang Chen, Yang Lu:
Large-Scale Object Detection of Images from Network Cameras in Variable Ambient Lighting Conditions. CoRR abs/1812.11901 (2018)
Coauthor Index
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last updated on 2024-08-23 19:21 CEST by the dblp team
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