| " 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 | 167 | 2022 |
| 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 | 88 | 2022 |
| An introduction to vision-language modeling F Bordes, RY Pang, A Ajay, AC Li, A Bardes, S Petryk, O Mañas, Z Lin, ... arXiv preprint arXiv:2405.17247, 2024 | 66* | 2024 |
| 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 | 40 | 2023 |
| 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 | 30 | 2021 |
| 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 | 25* | 2023 |
| Improving text-to-image consistency via automatic prompt optimization O Mañas, P Astolfi, M Hall, C Ross, J Urbanek, A Williams, A Agrawal, ... arXiv preprint arXiv:2403.17804, 2024 | 21 | 2024 |
| 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 | 12 | 2023 |
| 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 | 10 | 2023 |
| 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, 24729-24753, 2023 | 8* | 2023 |
| Towards geographic inclusion in the evaluation of text-to-image models M Hall, SJ Bell, C Ross, A Williams, M Drozdzal, AR Soriano Proceedings of the 2024 ACM Conference on Fairness, Accountability, and …, 2024 | 7 | 2024 |
| 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 | 6 | 2023 |
| 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 | 6 | 2023 |
| Understanding out-of-distribution accuracies through quantifying difficulty of test samples B Simsek, M Hall, L Sagun arXiv preprint arXiv:2203.15100, 2022 | 6 | 2022 |
| Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance R Askari Hemmat*, M Hall*, A Sun, C Ross, M Drozdzal, ... arXiv e-prints, arXiv: 2406.04551, 2024 | 3* | 2024 |
| Decomposed evaluations of geographic disparities in text-to-image models A Sureddy, D Padalia, N Periyakaruppa, O Saha, A Williams, ... arXiv preprint arXiv:2406.11988, 2024 | 2 | 2024 |
| Consistency-diversity-realism Pareto fronts of conditional image generative models P Astolfi, M Careil, M Hall, O Mañas, M Muckley, J Verbeek, AR Soriano, ... arXiv preprint arXiv:2406.10429, 2024 | 2 | 2024 |
| What makes a good metric? Evaluating automatic metrics for text-to-image consistency C Ross, M Hall, AR Soriano, A Williams arXiv preprint arXiv:2412.13989, 2024 | 1 | 2024 |
| On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models T Berrada, P Astolfi, M Hall, RA Hemmat, Y Benchetrit, M Havasi, ... The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0 | 1* | |
| EvalGIM: A Library for Evaluating Generative Image Models M Hall, O Mañas, R Askari, M Ibrahim, C Ross, P Astolfi, TB Ifriqi, ... arXiv preprint arXiv:2412.10604, 2024 | | 2024 |