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Laura Gustafson
Laura Gustafson
Facebook AI Research
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A Kirillov, E Mintun, N Ravi, H Mao, C Rolland, L Gustafson, T Xiao, ...
arXiv preprint arXiv:2304.02643, 2023
23592023
Phyre: A new benchmark for physical reasoning
A Bakhtin, L van der Maaten, J Johnson, L Gustafson, R Girshick
Advances in Neural Information Processing Systems 32, 2019
1132019
Revisiting weakly supervised pre-training of visual perception models
M Singh, L Gustafson, A Adcock, V de Freitas Reis, B Gedik, RP Kosaraju, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
84*2022
A systematic study of bias amplification
M Hall, L van der Maaten, L Gustafson, M Jones, A Adcock
arXiv preprint arXiv:2201.11706, 2022
412022
Growing action spaces
G Farquhar, L Gustafson, Z Lin, S Whiteson, N Usunier, G Synnaeve
International Conference on Machine Learning, 3040-3051, 2020
352020
Bayesian tuning and bandits: an extensible, open source library for AutoML
L Gustafson
Massachusetts Institute of Technology, 2018
20*2018
Forward prediction for physical reasoning
R Girdhar, L Gustafson, A Adcock, L van der Maaten
arXiv preprint arXiv:2006.10734, 2020
172020
Classy vision
A Adcock, V Reis, M Singh, Z Yan, L van der Maaten, K Zhang, S Motwani, ...
Zhang, et al.," Classy vision, 2019
82019
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities
M Hall, L Gustafson, A Adcock, I Misra, C Ross
arXiv preprint arXiv:2301.11100, 2023
62023
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
52023
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
22023
Bias Amplification in Image Classification
M Hall, L van der Maaten, L Gustafson, M Jones, AB Adcock
Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022
22022
Growing Up Together: Structured Exploration for Large Action Spaces
G Synnaeve, J Gehring, Z Lin, D Haziza, N Usunier, D Rothermel, V Mella, ...
22019
Pinpointing Why Object Recognition Performance Degrades Across Income Levels and Geographies
L Gustafson, M Richards, M Hall, C Hazirbas, D Bouchacourt, M Ibrahim
arXiv preprint arXiv:2304.05391, 2023
12023
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
2024
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
2023
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