73 citations · 107 across the 15 of their papers we have counts for
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cs.CV2024
Is What You Ask For What You Get? Investigating Concept Associations in Text-to-Image Models
Salma Abdel Magid, Weiwei Pan, Simon Warchol +4
Text-to-image (T2I) models are increasingly used in impactful real-life applications. As such, there is a growing need to audit these models to ensure that they generate desirable,…
cs.CV2023★ 1 cited
Signature Activation: A Sparse Signal View for Holistic Saliency
Jose Roberto Tello Ayala, Akl C. Fahed, Weiwei Pan +4
The adoption of machine learning in healthcare calls for model transparency and explainability. In this work, we introduce Signature Activation, a saliency method that generates ho…