Melissa Hall
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Topic Modeling, Generative Adversarial Networks and Image Synthesis, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → “I’m sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor Dataset(2022)51 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited
- → A Systematic Study of Bias Amplification(2022)31 cited
- → Blood Pressure Screenings Through Community Nursing Health Fairs: Motivating Individuals to Seek Health Care Follow-Up(2011)29 cited
- → FACET: Fairness in Computer Vision Evaluation Benchmark(2023)22 cited
- → Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems(2021)10 cited
- → VPA: Fully Test-Time Visual Prompt Adaptation(2023)6 cited
- → Improving Text-to-Image Consistency via Automatic Prompt Optimization(2024)6 cited
- → "I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset(2022)5 cited
- → Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities(2023)4 cited