Melissa Hall

According to our database, Melissa Hall authored at least 24 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity.

Melissa Hall, Candace Ross, Adina Williams, Nicolas Carion, Michal Drozdzal, Adriana Romero-Soriano

Trans. Mach. Learn. Res., 2024

What makes a good metric? Evaluating automatic metrics for text-to-image consistency.

Candace Ross, Melissa Hall, Adriana Romero-Soriano, Adina Williams

CoRR, 2024

EvalGIM: A Library for Evaluating Generative Image Models.

Melissa Hall, Oscar Mañas, Reyhane Askari Hemmat, Mark Ibrahim, Candace Ross, Pietro Astolfi, Tariq Berrada Ifriqi, Marton Havasi, Yohann Benchetrit, Karen Ullrich, Carolina Braga, Abhishek Charnalia, Maeve Ryan, Mike Rabbat, Michal Drozdzal, Jakob Verbeek, Adriana Romero-Soriano

CoRR, 2024

Boosting Latent Diffusion with Perceptual Objectives.

Tariq Berrada, Pietro Astolfi, Jakob Verbeek, Melissa Hall, Marton Havasi, Michal Drozdzal, Yohann Benchetrit, Adriana Romero-Soriano, Karteek Alahari

CoRR, 2024

On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models.

Tariq Berrada, Pietro Astolfi, Melissa Hall, Reyhane Askari Hemmat, Yohann Benchetrit, Marton Havasi, Matthew J. Muckley, Karteek Alahari, Adriana Romero-Soriano, Jakob Verbeek, Michal Drozdzal

CoRR, 2024

Decomposed evaluations of geographic disparities in text-to-image models.

Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppa, Oindrila Saha, Adina Williams, Adriana Romero-Soriano, Megan Richards, Polina Kirichenko, Melissa Hall

CoRR, 2024

Consistency-diversity-realism Pareto fronts of conditional image generative models.

Pietro Astolfi, Marlène Careil, Melissa Hall, Oscar Mañas, Matthew J. Muckley, Jakob Verbeek, Adriana Romero-Soriano, Michal Drozdzal

CoRR, 2024

An Introduction to Vision-Language Modeling.

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

CoRR, 2024

Improving Text-to-Image Consistency via Automatic Prompt Optimization.

Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal

CoRR, 2024

Towards Geographic Inclusion in the Evaluation of Text-to-Image Models.

Melissa Hall, Samuel J. Bell, Candace Ross, Adina Williams, Michal Drozdzal, Adriana Romero-Soriano

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

Improving Geo-Diversity of Generated Images with Contextualized Vendi Score Guidance.

Reyhane Askari Hemmat, Melissa Hall, Alicia Sun, Candace Ross, Michal Drozdzal, Adriana Romero-Soriano

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Pinpointing Why Object Recognition Performance Degrades Across Income Levels and Geographies.

Laura Gustafson, Megan Richards, Melissa Hall, Caner Hazirbas, Diane Bouchacourt, Mark Ibrahim

CoRR, 2023

Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers.

Melissa Hall, Bobbie Chern, Laura Gustafson, Denisse Ventura, Harshad Kulkarni, Candace Ross, Nicolas Usunier

CoRR, 2023

Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities.

Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross

CoRR, 2023

Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations.

Laura Gustafson, Megan Richards, Melissa Hall, Caner Hazirbas, Diane Bouchacourt, Mark Ibrahim

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

VPA: Fully Test-Time Visual Prompt Adaptation.

Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics.

Julius Adebayo, Melissa Hall, Bowen Yu, Bobbie Chern

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups.

Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

FACET: Fairness in Computer Vision Evaluation Benchmark.

Laura Gustafson, Chloé Rolland, Nikhila Ravi, Quentin Duval, Aaron Adcock, Cheng-Yang Fu, Melissa Hall, Candace Ross

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

"I'm sorry to hear that": finding bias in language models with a holistic descriptor dataset.

Eric Michael Smith, Melissa Hall, Melanie Kambadur, Eleonora Presani, Adina Williams

CoRR, 2022

Understanding out-of-distribution accuracies through quantifying difficulty of test samples.

Berfin Simsek, Melissa Hall, Levent Sagun

CoRR, 2022

A Systematic Study of Bias Amplification.

Melissa Hall, Laurens van der Maaten, Laura Gustafson, Aaron Adcock

CoRR, 2022

"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset.

Eric Michael Smith, Melissa Hall, Melanie Kambadur, Eleonora Presani, Adina Williams

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems.

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

CoRR, 2021