Melissa Hall
9 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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Conferences
ICCV (2)
ICLR (2)
NIPS (2)
ECCV (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
demographic bia
(2)
computer vision
(2)
domain generalization
(1)
object recognition
(1)
model evaluation
(1)
bias detection
(1)
pretraining strategy
(1)
language model
(1)
text-to-image model
(1)
generalization capacity
(1)
reference-free evaluation
(1)
latent diffusion model
(1)
semantic conditioning
(1)
conditioning mechanism
(1)
fairness evaluation
(1)
intersectional bia
(1)
pre-training strategy
(1)
performance disparity
(1)
dataset construction
(1)
image generation diversity
(1)
Papers
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models
ICCV 2025
Boosting Latent Diffusion with Perceptual Objectives
ICLR 2025
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
ICML 2025
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
ECCV 2024
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
NIPS 2024
FACET: Fairness in Computer Vision Evaluation Benchmark
ICCV 2023
Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations
NIPS 2023
Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics
ICLR 2023
βIβm sorry to hear thatβ: Finding New Biases in Language Models with a Holistic Descriptor Dataset
EMNLP 2022