Sophia J. Abraham

According to our database, Sophia J. Abraham authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach.

Sophia J. Abraham, Jonathan D. Hauenstein, Walter J. Scheirer

CoRR, February, 2025

Wavelet-Based Mechanistic Interpretability of Vision Transformers via Frequency-Aware Ablations.

Sophia J. Abraham, Jonathan D. Hauenstein, Walter J. Scheirer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms.

Sophia J. Abraham, Jin Huang, Brandon RichardWebster, Michael Milford, Jonathan D. Hauenstein, Walter J. Scheirer

CoRR, 2024

2023

HomOpt: A Homotopy-Based Hyperparameter Optimization Method.

Sophia J. Abraham, Kehelwala D. G. Maduranga, Jeffery Kinnison, Zachariah Carmichael, Jonathan D. Hauenstein, Walter J. Scheirer

CoRR, 2023

NCQS: Nonlinear Convex Quadrature Surrogate Hyperparameter Optimization.

Sophia J. Abraham, Kehelwala Dewage Gayan Maduranga, Jeffery Kinnison, Jonathan D. Hauenstein, Walter J. Scheirer

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems.

Sophia J. Abraham, Zachariah Carmichael, Sreya Banerjee, Rosaura G. VidalMata, Ankit Agrawal, Md Nafee Al Islam, Walter J. Scheirer, Jane Cleland-Huang

Proceedings of the 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, 2021

2020

The Next Generation of Human-Drone Partnerships: Co-Designing an Emergency Response System.

Ankit Agrawal, Sophia J. Abraham, Benjamin Burger, Chichi Christine, Luke Fraser, John M. Hoeksema, Sarah Hwang, Elizabeth Travnik, Shreya Kumar, Walter J. Scheirer, Jane Cleland-Huang, Michael Vierhauser, Ryan Bauer, Steve Cox

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020