Caleb Tung

About

Caleb is a Taiwanese-Chinese Texan, age 5 (likely tall for his age). He researches useful, energy-efficient AI tech alongside the wizards at Latent AI (the wizards took pity on him). He is particularly fond of consuming Chick-fil-A sandwiches and overusing the egg 🥚 emoji. He lives in Austin with his Squishmallow, Gustavus.

He writes Tung-In-Cheek over at Substack

Publications

An Automated Approach For Improving The Inference Latency And Energy Efficiency Of Pretrained CNNs By Removing Irrelevant Pixels With Focused Convolutions
2024 IEEE Asia and South Pacific Design Automation Conference
C Tung, N Eliopoulos, P Jajal, G Ramshankar, C-Y Yang, N Synovic, X Zhang, V Chaudhary, GK Thiruvathukal, and Y-H Lu

Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision
2022 ACM/IEEE International Symposium on Low Power Electronics and Design
A Goel, C Tung, N Eliopoulos, X Hu, GK Thiruvathukal, JC Davis, and Y-H Lu

Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks
2022 IEEE Asia and South Pacific Design Automation Conference
A Goel, C Tung, X Hu, GK Thiruvathukal, JC Davis, and Y-H Lu

Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision
2022 IEEE International Conference on Artificial Intelligence Circuits and Systems
C Tung, A Goel, N Eliopoulos, X Hu, GK Thiruvathukal, V Chaudhary, and Y-H Lu

Why Accuracy Is Not Enough: The Need for Consistency in Object Detection
2022 IEEE Multimedia
C Tung, A Goel, F Bordwell, N Eliopoulos, X Hu, GK Thiruvathukal, and Y-H Lu

Observing Human Mobility Worldwide during COVID-19
2022 IEEE Computer
S Allcroft, M Metwaly, Z Berg, I Ghodgaonkar, F Bordwell, X Zhao, X Liu, S Chakraborty, V Banna, A Chinnakotla, A Goel, C Tung, G Kao, W Zakharov, D Shoham, GK Thiruvathukal, and Y-H Lu

Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks
2021 ACM/IEEE International Symposium on Low Power Electronics and Design
A Goel, C Tung, X Hu, H Wang, JC Davis, GK Thiruvathukal and Y-H Lu

Modular Neural Networks for Low-Power Image Classification on Embedded Devices
2020 ACM Transactions on Design Automation of Electronic Systems
A Goel, C Tung, S Aghajanzadeh, S-H Chen, GK Thiruvathukal, Y-H Lu

A Survey of Methods for Low-Power Deep Learning and Computer Vision
2020 IEEE World Forum on Internet of Things
A Goel, C Tung, Y-H Lu, GK Thiruvathukal

Analyzing Worldwide Social Distancing through Large-Scale Computer Vision
2020 ArXiV
I Ghodgaonkar, S Chakraborty, V Banna, S Allcroft, M Metwaly, F Bordwell, K Kimura, X Zhao, A Goel, C Tung, A Chinnakotla, M Xue, Y-H Lu, MD Ward, W Zakharov, DS Ebert, DM Barbarash, GK Thiruvathukal

Low-Power Object Counting with Hierarchical Neural Networks
2020 ACM/IEEE International Symposium on Low Power Electronics and Design
A Goel, C Tung, S Aghajanzadeh, I Ghodgaonkar, S Ghosh, GK Thiruvathukal, Y-H Lu

Camera Placement Meeting Restrictions of Computer Vision
2020 IEEE International Conference on Image Processing
S Aghajanzadeh, R Naidu, S-H Chen, C Tung, A Goel, Y-H Lu, GK Thiruvathukal

Large-Scale Object Detection of Images from Network Cameras in Variable Ambient Lighting Conditions
2019 IEEE International Conference on Multimedia Information Processing & Retrieval
C Tung, MR Kelleher, RJ Schlueter, B Xu, Y-H Lu, GK Thiruvathukal, Y-K Chen, Y Lu

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