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08/09/2023
PromptPaint: Steering Text-to-Image Generation Through Paint Medium-like Interactions
While diffusion-based text-to-image (T2I) models provide a simple and po...
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04/04/2023
viz2viz: Prompt-driven stylized visualization generation using a diffusion model
Creating stylized visualization requires going beyond the limited, abstr...
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08/08/2022
Roboviz: A Game-Centered Project for Information Visualization Education
Due to their pedagogical advantages, large final projects in information...
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08/08/2022
Affective Learning Objectives for Communicative Visualizations
When designing communicative visualizations, we often focus on goals tha...
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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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05/10/2022
Sensible AI: Re-imagining Interpretability and Explainability using Sensemaking Theory
Understanding how ML models work is a prerequisite for responsibly desig...
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08/22/2021
Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs)
Probabilistic graphs are challenging to visualize using the traditional ...
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08/06/2021
Learning Objectives, Insights, and Assessments: How Specification Formats Impact Design
Despite the ubiquity of communicative visualizations, specifying communi...
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04/15/2021
Towards A Process Model for Co-Creating AI Experiences
Thinking of technology as a design material is appealing. It encourages ...
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09/15/2020
Communicative Visualizations as a Learning Problem
Significant research has provided robust task and evaluation languages f...
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10/22/2018
LAMVI-2: A Visual Tool for Comparing and Tuning Word Embedding Models
Tuning machine learning models, particularly deep learning architectures...
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07/25/2017
Learning Word Relatedness over Time
Search systems are often focused on providing relevant results for the "...
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02/27/2014
Information Evolution in Social Networks
Social networks readily transmit information, albeit with less than perf...
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12/09/2004