Large-Scale Object Detection of Images from Network Cameras in Variable Ambient Lighting Conditions. - Caleb Tung; Matthew R. Kelleher; Ryan J. Schlueter; Binhan Xu; Yung-Hsiang Lu; George K. Thiruvathukal; Yen-Kuang Chen; Yang Lu 013 (MIPR, 2019)

Camera Placement Meeting Restrictions of Computer Vision. - Sarah Aghajanzadeh; Roopasree Naidu; Shuo-Han Chen; Caleb Tung; Abhinav Goel; Yung-Hsiang Lu; George K. Thiruvathukal (ICIP, 2020)

Low-power object counting with hierarchical neural networks. - Abhinav Goel; Caleb Tung; Sarah Aghajanzadeh; Isha Ghodgaonkar; Shreya Ghosh 003; George K. Thiruvathukal; Yung-Hsiang Lu (ISLPED, 2020)

A Survey of Methods for Low-Power Deep Learning and Computer Vision. - Abhinav Goel; Caleb Tung; Yung-Hsiang Lu; George K. Thiruvathukal (WF-IoT, 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; et al. (CoRR, 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; et al. (CoRR, 2020)

Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks. - Abhinav Goel; Caleb Tung; Xiao Hu 004; Haobo Wang; James C. Davis 001; George K. Thiruvathukal; Yung-Hsiang Lu (ISLPED, 2021)

A replication of 'DeepBugs: a learning approach to name-based bug detection'. - Jordan Winkler; Abhimanyu Agarwal; Caleb Tung; Dario Rios Ugalde; Young Jin Jung; James C. Davis 001 (ESEC/SIGSOFT FSE, 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)

Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision. - Caleb Tung; Abhinav Goel; Xiao Hu 004; Nick Eliopoulos; Emmanuel S. Amobi; George K. Thiruvathukal; Vipin Chaudhary; Yung-Hsiang Lu (AICAS, 2022)

Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks. - Abhinav Goel; Caleb Tung; Xiao Hu 004; George K. Thiruvathukal; James C. Davis 001; Yung-Hsiang Lu (ASP-DAC, 2022)

Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision. - Abhinav Goel; Caleb Tung; Nick Eliopoulos; Xiao Hu 004; George K. Thiruvathukal; James C. Davis 001; Yung-Hsiang Lu (ISLPED, 2022)

Restructurable Activation Networks. - Kartikeya Bhardwaj; James Ward; Caleb Tung; Dibakar Gope; Lingchuan Meng; Igor Fedorov; Alex Chalfin; Paul N. Whatmough; Danny Loh (CoRR, 2022)

Why Accuracy is Not Enough: The Need for Consistency in Object Detection. - Caleb Tung; Abhinav Goel; Fischer Bordwell; Nick Eliopoulos; Xiao Hu 004; Yung-Hsiang Lu; George K. Thiruvathukal (IEEE Multim., 2022)

An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions. - Caleb Tung; Nicholas Eliopoulos; Purvish Jajal; Gowri Ramshankar; Chen-Yung Yang; Nicholas Synovic; Xuecen Zhang; Vipin Chaudhary; George K. Thiruvathukal; Yung-Hsiang Lu (CoRR, 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; et al. (Computer, 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 001 (IEEE Des. Test, 2023)

An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions. - Caleb Tung; Nicholas Eliopoulos; Purvish Jajal; Gowri Ramshankar; Cheng-Yun Yang; Nicholas Synovic; Xuecen Zhang; Vipin Chaudhary; George K. Thiruvathukal; Yung-Hsiang Lu (ASPDAC, 2024)