Melissa Hall

Researcher, FAIR, Research, Facebook

Joined

May 2022

Names

Melissa Hall (Preferred)

Emails

****@fb.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

FAIR, Research, Facebook (research.facebook.com)

2019 – Present

Advisors, Relations & Conflicts

Coauthor

Bobbie Chern

Present

Coauthor

Laura Gustafson

Present

Expertise

algorithmic fairness

2019 – Present

Publications

Increasing the Utility of Synthetic Images through Chamfer Guidance
Nicola Dall'Asen, Xiaofeng Zhang, Reyhane Askari-Hemmat, Melissa Hall, Jakob Verbeek, Adriana Romero-Soriano, Michal Drozdzal
- NeurIPS 2025 poster
- Readers: Everyone
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
Reyhane Askari-Hemmat, Mohammad Pezeshki, Elvis Dohmatob, Florian Bordes, Pietro Astolfi, Melissa Hall, Jakob Verbeek, Michal Drozdzal, Adriana Romero-Soriano
- ICML 2025 oral
- Readers: Everyone
Deliberate Practice with Synthetic Data
Reyhane Askari-Hemmat, Mohammad Pezeshki, Pietro Astolfi, Melissa Hall, Florian Bordes, Jakob Verbeek, Michal Drozdzal, Adriana Romero-Soriano
- AFM 2024 Poster
- Readers: Everyone
Boosting Latent Diffusion with Perceptual Objectives
Tariq Berrada, Pietro Astolfi, Melissa Hall, Marton Havasi, Yohann Benchetrit, Adriana Romero-Soriano, Karteek Alahari, Michal Drozdzal, Jakob Verbeek
- ICLR 2025 Poster
- Readers: Everyone
Consistency-diversity-realism Pareto fronts of conditional image generative models
Pietro Astolfi, Melissa Hall, Jakob Verbeek, Marlene Careil, Oscar Mañas, Matthew J. Muckley, Adriana Romero-Soriano, Michal Drozdzal
- NeurIPS 2024 Workshop RBFM Oral
- Readers: Everyone
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
- Accepted by TMLR
- Readers: Everyone
Decomposed evaluations of geographic disparities in text-to-image models
Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppan, Oindrila Saha, Adina Williams, Adriana Romero-Soriano, Megan Richards, Polina Kirichenko, Melissa Hall
- ICML 2024 TiFA Workshop
- Readers: Everyone
Decomposed evaluations of geographic disparities in text-to-image models
Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppan, Oindrila Saha, Adina Williams, Adriana Romero-Soriano, Megan Richards, Polina Kirichenko, Melissa Hall
- NextGenAISafety 2024 Poster
- Readers: Everyone
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
- NeurIPS 2024 poster
- Readers: Everyone
What makes a good metric? Evaluating automatic metrics for text-to-image consistency
Candace Ross, Melissa Hall, Adriana Romero-Soriano, Adina Williams
- COLM
- Readers: Everyone

View all 28 publications

Co-Authors

View all 71 co-authors