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Sophia Abraham
Sophia Abraham
ยืนยันอีเมลแล้วที่ nd.edu
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อ้างโดย
อ้างโดย
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The Next Generation of Human-Drone Partnerships: Co-Designing an Emergency Response System
A Agrawal, SJ Abraham, B Burger, C Christine, L Fraser, JM Hoeksema, ...
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems …, 2020
722020
Endothelial and astrocytic support by human bone marrow stem cell grafts into symptomatic ALS mice towards blood-spinal cord barrier repair
S Garbuzova-Davis, C Kurien, A Thomson, D Falco, S Ahmad, J Staffetti, ...
Scientific reports 7 (1), 884, 2017
432017
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems
S Abraham, Z Carmichael, S Banerjee, R VidalMata, A Agrawal, ...
2021 IEEE/ACM 1st Workshop on AI Engineering-Software Engineering for AI …, 2021
242021
Scenarios and Recommendations for Ethical Interpretive AI
J Licato, Z Marji, S Abraham
arXiv preprint arXiv:1911.01917, 2019
112019
Efficient hyperparameter optimization for ATR using homotopy parametrization
S Abraham, J Kinnison, Z Miksis, D Poster, S You, JD Hauenstein, ...
Automatic Target Recognition XXXIII 12521, 15-23, 2023
42023
The Next Generation of Human-Drone Partnerships: Co-Designing an Emergency Response System.(2020), 1–13
A Agrawal, SJ Abraham, B Burger, C Christine, L Fraser, JM Hoeksema, ...
32020
HomOpt: A Homotopy-Based Hyperparameter Optimization Method
SJ Abraham, KDG Maduranga, J Kinnison, Z Carmichael, JD Hauenstein, ...
arXiv preprint arXiv:2308.03317, 2023
22023
Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms
SJ Abraham, J Huang, B RichardWebster, M Milford, JD Hauenstein, ...
arXiv preprint arXiv:2408.06356, 2024
12024
Temporal Egonet Subgraph Transitions
DG Cedre, S Abraham, L Parzianello, E Tsai
arXiv preprint arXiv:2303.14632, 2023
12023
Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach
SJ Abraham, JD Hauenstein, WJ Scheirer
arXiv preprint arXiv:2502.04391, 2025
2025
Multi-objective optimization with homotopy-based strategies for enhanced multimodal automatic target recognition models
S Abraham, S Cruz, S You, JD Hauenstein, W Scheirer
Automatic Target Recognition XXXIV 13039, 1303903, 2024
2024
NCQS: Nonlinear Convex Quadrature Surrogate Hyperparameter Optimization
S Abraham, KDG Maduranga, J Kinnison, J Hauenstein, W Scheirer
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
2023
HomOpt: A Flexible Homotopy-Based Hyperparameter Optimization Method
SJ Abraham, KDG Maduranga, J Kinnison, Z Carmichael, JD Hauenstein, ...
Navigating Parameter Space with Geodesic Interpolation: A New Approach to Efficient Fine-Tuning
S Abraham
NeurIPS 2024 Workshop on Fine-Tuning in Modern Machine Learning: Principles …, 0
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บทความ 1–14