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Melissa Hall
Melissa Hall
Research Engineer, Facebook
Verified email at fb.com
Title
Cited by
Cited by
Year
" I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset
EM Smith, M Hall, M Kambadur, E Presani, A Williams
arXiv preprint arXiv:2205.09209, 2022
942022
A Systematic Study of Bias Amplification
M Hall, L van der Maaten, L Gustafson, M Jones, A Adcock
Workshop on Trustworthy and Socially Responsible Machine Learning at NeurIPS …, 2022
592022
Fairness on the ground: Applying algorithmic fairness approaches to production systems
C Bakalar, R Barreto, S Bergman, M Bogen, B Chern, S Corbett-Davies, ...
arXiv preprint arXiv:2103.06172, 2021
222021
Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups
M Hall, L Gustafson, A Adcock, I Misra, C Ross
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
18*2023
Facet: Fairness in computer vision evaluation benchmark
L Gustafson, C Rolland, N Ravi, Q Duval, A Adcock, CY Fu, M Hall, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
112023
Quantifying and mitigating the impact of label errors on model disparity metrics
J Adebayo, M Hall, B Yu, B Chern
The Eleventh International Conference on Learning Representations, 2023
52023
Understanding out-of-distribution accuracies through quantifying difficulty of test samples
B Simsek, M Hall, L Sagun
arXiv preprint arXiv:2203.15100, 2022
52022
Exploring why object recognition performance degrades across income levels and geographies with factor annotations
L Gustafson, M Richards, M Hall, C Hazirbas, D Bouchacourt, M Ibrahim
Advances in Neural Information Processing Systems 36, 2024
4*2024
Improving text-to-image consistency via automatic prompt optimization
O Maņas, P Astolfi, M Hall, C Ross, J Urbanek, A Williams, A Agrawal, ...
arXiv preprint arXiv:2403.17804, 2024
32024
DIG In: Evaluating disparities in image generations with indicators for geographic diversity
M Hall, C Ross, A Williams, N Carion, M Drozdzal, AR Soriano
Transactions on Machine Learning Research (TMLR) 2024, 2023
32023
Towards reliable assessments of demographic disparities in multi-label image classifiers
M Hall, B Chern, L Gustafson, D Ventura, H Kulkarni, C Ross, N Usunier
arXiv preprint arXiv:2302.08572, 2023
32023
VPA: Fully Test-Time Visual Prompt Adaptation
J Sun, M Ibrahim, M Hall, I Evtimov, ZM Mao, CC Ferrer, C Hazirbas
Proceedings of the 31st ACM International Conference on Multimedia, 5796-5806, 2023
12023
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
RA Hemmat, M Hall, A Sun, C Ross, M Drozdzal, A Romero-Soriano
arXiv preprint arXiv:2406.04551, 2024
2024
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models
M Hall, SJ Bell, C Ross, A Williams, M Drozdzal, AR Soriano
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 585-601, 2024
2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
R Askari Hemmat, M Hall, A Sun, C Ross, M Drozdzal, A Romero-Soriano
arXiv e-prints, arXiv: 2406.04551, 2024
2024
An Introduction to Vision-Language Modeling
F Bordes, RY Pang, A Ajay, AC Li, A Bardes, S Petryk, O Maņas, Z Lin, ...
arXiv preprint arXiv:2405.17247, 2024
2024
The Role of Tech Companies in Overseeing and Designing Ethical Systems
M Hall
APS March Meeting Abstracts 2021, L09. 003, 2021
2021
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Articles 1–17