280 citations · 1.4k across the 75 of their papers we have counts for
4 papers · 1 filter
Understanding Subjectivity through the Lens of Motivational Context in Model-Generated Image Satisfaction
Senjuti Dutta, Sherol Chen, Sunny Mak +7
Image generation models are poised to become ubiquitous in a range of applications. These models are often fine-tuned and evaluated using human quality judgments that assume a univ…
MINT: A wrapper to make multi-modal and multi-image AI models interactive
Jan Freyberg, Abhijit Guha Roy, Terry Spitz +10
During the diagnostic process, doctors incorporate multimodal information including imaging and the medical history - and similarly medical AI development has increasingly become m…
Selective Concept Models: Permitting Stakeholder Customisation at Test-Time
Matthew Barker, Katherine M. Collins, Krishnamurthy Dvijotham +2
Concept-based models perform prediction using a set of concepts that are interpretable to stakeholders. However, such models often involve a fixed, large number of concepts, which…
Human Uncertainty in Concept-Based AI Systems
Katherine M. Collins, Matthew Barker, Mateo Espinosa Zarlenga +6
Placing a human in the loop may abate the risks of deploying AI systems in safety-critical settings (e.g., a clinician working with a medical AI system). However, mitigating risks…