Melissa Hall

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 25

Top Topics

Object Recognition

Production System

Trec Collections

Top Venues

Publications

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)
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 (2024)
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 (2024)
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 (2024)
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. FAccT (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2023)
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)
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 (2023)
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 (2023)
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)
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)
Julius Adebayo, Melissa Hall, Bowen Yu, Bobbie Chern
Quantifying and mitigating the impact of label errors on model disparity metrics. CoRR (2023)
Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities. CoRR (2023)
Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas
VPA: Fully Test-Time Visual Prompt Adaptation. CoRR (2023)
Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas
VPA: Fully Test-Time Visual Prompt Adaptation. ACM Multimedia (2023)
Laura Gustafson, Megan Richards, Melissa Hall, Caner Hazirbas, Diane Bouchacourt, Mark Ibrahim
Pinpointing Why Object Recognition Performance Degrades Across Income Levels and Geographies. CoRR (2023)
Julius Adebayo, Melissa Hall, Bowen Yu, Bobbie Chern
Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics. ICLR (2023)
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)
Melissa Hall, Laurens van der Maaten, Laura Gustafson, Aaron Adcock
A Systematic Study of Bias Amplification. CoRR (2022)
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 (2022)
Berfin Simsek, Melissa Hall, Levent Sagun
Understanding out-of-distribution accuracies through quantifying difficulty of test samples. CoRR (2022)
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 (2021)