helpResearch questionFeature Importance Explanation Interface Design
Which image regions most influence aesthetics attribute scores, and how can this influence be effectively quantified?AI Explainability, Trust, and Calibration / Feature Importance Explanation Interface Design
Which image regions most influence aesthetics attribute scores, and how can this influence be effectively quantified?
Similar questions
helpResearch questionFeature Importance Explanation Interface Design
How can existing image aesthetics evaluation models be enhanced with explainability to help users understand scores?helpResearch questionFeature Importance Explanation Interface Design
Can neural network-based deconstructive models provide real-time aesthetic scores and explanations?helpResearch questionFeature Importance Explanation Interface Design
How can contextualization design improve non-expert users' understanding of local feature importance explanations?helpResearch questionFeature Importance Explanation Interface Design
How do exploratory interaction modalities affect non-expert users' understanding of and satisfaction with local feature importance explanations?helpResearch questionFeature Importance Explanation Interface Design
How can contextualization and exploratory design principles optimize explanation interfaces for auto insurance pricing models to improve UX?Related papers
IUI 2022
Interpretable Aesthetic Analysis Model for Intelligent Photography Guidance Systems
Xiaoran Wu
IUI 2022
Contextualization and exploration of local feature importance as explanations to improve understanding and satisfaction of non-expert users
Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot