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09/18/2023
What is a Fair Diffusion Model? Designing Generative Text-To-Image Models to Incorporate Various Worldviews
Generative text-to-image (GTI) models produce high-quality images from s...
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08/08/2023
Heuristics for Supporting Cooperative Dashboard Design
Dashboards are no longer mere static displays of metrics; through functi...
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07/17/2023
"Customization is Key": Four Characteristics of Textual Affordances for Accessible Data Visualization
Current best practices recommend using textual descriptions to make data...
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06/28/2023
VisText: A Benchmark for Semantically Rich Chart Captioning
Captions that describe or explain charts help improve recall and compreh...
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02/27/2023
Deimos: A Grammar of Dynamic Embodied Immersive Visualisation Morphs and Transitions
We present Deimos, a grammar for specifying dynamic embodied immersive v...
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10/04/2022
Increasing Data Equity Through Accessibility
This position statement is a response to the Office of Science and Techn...
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08/08/2022
Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics
We present Animated Vega-Lite, a set of extensions to Vega-Lite that mod...
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08/02/2022
Striking a Balance: Reader Takeaways and Preferences when Integrating Text and Charts
While visualizations are an effective way to represent insights about in...
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06/07/2022
Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods
Saliency methods calculate how important each input feature is to a mach...
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05/10/2022
Rich Screen Reader Experiences for Accessible Data Visualization
Current web accessibility guidelines ask visualization designers to supp...
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11/22/2021
Teaching Humans When To Defer to a Classifier via Exemplars
Expert decision makers are starting to rely on data-driven automated age...
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11/02/2021
LMdiff: A Visual Diff Tool to Compare Language Models
While different language models are ubiquitous in NLP, it is hard to con...
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10/08/2021
Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content
Natural language descriptions sometimes accompany visualizations to bett...
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07/20/2021
Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment
Saliency methods – techniques to identify the importance of input featur...
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03/08/2021
Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative
Automated decision support can accelerate tedious tasks as users can foc...
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02/17/2021
Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs
Interpretability methods aim to help users build trust in and understand...
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01/24/2021
Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs
To ensure accountability and mitigate harm, it is critical that diverse ...
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01/20/2021
Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online
Controversial understandings of the coronavirus pandemic have turned dat...
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09/05/2020
Representing Real-Time Multi-User Collaboration in Visualizations
Establishing common ground and maintaining shared awareness amongst part...
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08/21/2020
Lyra 2: Designing Interactive Visualizations by Demonstration
Recent graphical interfaces offer direct manipulation mechanisms for aut...
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05/30/2020
The Effectiveness of Haptic Properties Under Cognitive Load: An Exploratory Study
With the rise of wearables, haptic interfaces are increasingly favored t...
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05/30/2020
The Effectiveness of Haptic PropertiesUnder Cognitive Load: An Exploratory Study
With the rise of wearables, haptic interfaces are increasingly favored t...
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12/10/2019
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples
Embeddings – mappings from high-dimensional discrete input to lower-dime...
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09/11/2019
Sociotechnical Considerations for Accessible Visualization Design
Accessibility–the process of designing for people with disabilities (PWD...
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07/31/2019
Critical Reflections on Visualization Authoring Systems
An emerging generation of visualization authoring systems support expres...
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05/25/2019
Sherlock: A Deep Learning Approach to Semantic Data Type Detection
Correctly detecting the semantic type of data columns is crucial for dat...
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05/12/2019