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Melissa Hall
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2020 – today
- 2024
- [j1]Melissa Hall, Candace Ross, Adina Williams, Nicolas Carion, Michal Drozdzal, Adriana Romero-Soriano:
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity. Trans. Mach. Learn. Res. 2024 (2024) - [c7]Melissa Hall
, Samuel J. Bell
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. FAccT 2024: 585-601 - [i17]Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal:
Improving Text-to-Image Consistency via Automatic Prompt Optimization. CoRR abs/2403.17804 (2024) - [i16]Melissa Hall, Samuel J. Bell, Candace Ross, Adina Williams, Michal Drozdzal, Adriana Romero-Soriano:
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. CoRR abs/2405.04457 (2024) - [i15]Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra:
An Introduction to Vision-Language Modeling. CoRR abs/2405.17247 (2024) - [i14]Reyhane Askari Hemmat, Melissa Hall, Alicia Sun, Candace Ross, Michal Drozdzal, Adriana Romero-Soriano:
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance. CoRR abs/2406.04551 (2024) - [i13]Pietro Astolfi, Marlène Careil, Melissa Hall, Oscar Mañas, Matthew J. Muckley, Jakob Verbeek, Adriana Romero-Soriano, Michal Drozdzal:
Consistency-diversity-realism Pareto fronts of conditional image generative models. CoRR abs/2406.10429 (2024) - [i12]Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppa, Oindrila Saha, Adina Williams, Adriana Romero-Soriano, Megan Richards, Polina Kirichenko, Melissa Hall:
Decomposed evaluations of geographic disparities in text-to-image models. CoRR abs/2406.11988 (2024) - 2023
- [c6]Laura Gustafson, Chloé Rolland, Nikhila Ravi, Quentin Duval, Aaron Adcock, Cheng-Yang Fu, Melissa Hall, Candace Ross:
FACET: Fairness in Computer Vision Evaluation Benchmark. ICCV 2023: 20313-20325 - [c5]Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross:
Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups. ICCV (Workshops) 2023: 2770-2777 - [c4]Julius Adebayo, Melissa Hall, Bowen Yu, Bobbie Chern:
Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics. ICLR 2023 - [c3]Jiachen Sun
VPA: Fully Test-Time Visual Prompt Adaptation. ACM Multimedia 2023: 5796-5806 - [c2]Laura Gustafson, Megan Richards, Melissa Hall, Caner Hazirbas, Diane Bouchacourt, Mark Ibrahim:
Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations. NeurIPS 2023 - [i11]Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross:
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities. CoRR abs/2301.11100 (2023) - [i10]Melissa Hall, Bobbie Chern, Laura Gustafson, Denisse Ventura, Harshad Kulkarni, Candace Ross, Nicolas Usunier:
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers. CoRR abs/2302.08572 (2023) - [i9]Laura Gustafson, Megan Richards, Melissa Hall, Caner Hazirbas, Diane Bouchacourt, Mark Ibrahim:
Pinpointing Why Object Recognition Performance Degrades Across Income Levels and Geographies. CoRR abs/2304.05391 (2023) - [i8]Melissa Hall, Candace Ross, Adina Williams, Nicolas Carion, Michal Drozdzal, Adriana Romero-Soriano:
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity. CoRR abs/2308.06198 (2023) - [i7]Laura Gustafson, Chloé Rolland, Nikhila Ravi, Quentin Duval, Aaron Adcock, Cheng-Yang Fu, Melissa Hall, Candace Ross:
FACET: Fairness in Computer Vision Evaluation Benchmark. CoRR abs/2309.00035 (2023) - [i6]Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas:
VPA: Fully Test-Time Visual Prompt Adaptation. CoRR abs/2309.15251 (2023) - [i5]Julius Adebayo, Melissa Hall, Bowen Yu, Bobbie Chern:
Quantifying and mitigating the impact of label errors on model disparity metrics. CoRR abs/2310.02533 (2023) - 2022
- [c1]Eric Michael Smith, Melissa Hall, Melanie Kambadur, Eleonora Presani, Adina Williams:
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset. EMNLP 2022: 9180-9211 - [i4]Melissa Hall, Laurens van der Maaten, Laura Gustafson, Aaron Adcock:
A Systematic Study of Bias Amplification. CoRR abs/2201.11706 (2022) - [i3]Berfin Simsek, Melissa Hall, Levent Sagun:
Understanding out-of-distribution accuracies through quantifying difficulty of test samples. CoRR abs/2203.15100 (2022) - [i2]Eric Michael Smith, Melissa Hall, Melanie Kambadur, Eleonora Presani, Adina Williams:
"I'm sorry to hear that": finding bias in language models with a holistic descriptor dataset. CoRR abs/2205.09209 (2022) - 2021
- [i1]Chloé Bakalar, Renata Barreto, Stevie Bergman, Miranda Bogen, Bobbie Chern, Sam Corbett-Davies, Melissa Hall, Isabel Kloumann, Michelle Lam, Joaquin Quiñonero Candela, Manish Raghavan, Joshua Simons, Jonathan Tannen, Edmund Tong, Kate Vredenburgh, Jiejing Zhao:
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems. CoRR abs/2103.06172 (2021)
Coauthor Index
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last updated on 2024-10-04 20:01 CEST by the dblp team
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