GT
George K. Thiruvathukal
Professor of Computer Science (Applied computing not elsewhere classified; Software engineering not elsewhere classified; Automated software engineering; Empirical software engineering; Machine learning not elsewhere classified; High performance computing; Data engineering and data science)
Chicago, Illinois, USA
Publications
- Why Accuracy is Not Enough: The Need for Consistency in Object Detection
- Evolution of Winning Solutions in the 2021 Low-Power Computer Vision Challenge
- Optimized Uncertainty Estimation for Vision Transformers: Enhancing Adversarial Robustness and Performance Using Selective Classification
- SingleADV: Single-Class Target-Specific Attack against Interpretable Deep Learning Systems
- PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software
- Crowdsourcing: A Roundtable Discussion
- Challenges and practices of deep learning model reengineering: A case study on computer vision
- Interoperability in Deep Learning: A User Survey and Failure Analysis of ONNX Model Converters
- Artificial Intelligence Employment Interviews: Examining Limitations, Biases, and Perceptions
