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08/10/2023
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research
Visualization for machine learning (VIS4ML) research aims to help expert...
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08/07/2023
Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts
Creative coding tasks are often exploratory in nature. When producing di...
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02/22/2023
fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks
To design with AI models, user experience (UX) designers must assess the...
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02/21/2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience
Despite the widespread use of artificial intelligence (AI), designing us...
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08/07/2022
How Do Viewers Synthesize Conflicting Information from Data Visualizations?
Scientific knowledge develops through cumulative discoveries that build ...
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07/04/2022
Human-AI Guidelines in Practice: Leaky Abstractions as an Enabler in Collaborative Software Teams
In conventional software development, user experience (UX) designers and...
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12/10/2021
Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support
Various tools and practices have been developed to support practitioners...
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04/15/2021