5 papers · 1 filter
ASAP: Visual Analytics for Identifying and Analyzing Image Patterns in AI-generated Images
Jinbin Huang, Yuki Ueno, Chen Chen +4
Generative image models can produce highly realistic images, raising concerns about potential misuse in creating deceptive content. Current deepfake approaches face several challen…
Interactive Mascot: A Scene-Centric Interaction Grammar for Data Visualizations
Zhicheng Liu
Scene-centric visualization systems expose semantic components, such as marks, encodings, layouts, and axes, as first-class objects that can be directly manipulated. Existing inter…
VisAnatomy: An SVG Chart Corpus with Fine-Grained Semantic Labels
Chen Chen, Hannah K. Bako, Peihong Yu +10
Chart corpora, which comprise data visualizations and their semantic labels, are crucial for advancing visualization research. However, the labels in most existing corpora are high…
Manipulable Semantic Components: a Computational Representation of Data Visualization Scenes
Zhicheng Liu, Chen Chen, John Hooker
Various data visualization applications such as reverse engineering and interactive authoring require a vocabulary that describes the structure of visualization scenes and the proc…
A Multi-Level Task Framework for Event Sequence Analysis
Kazi Tasnim Zinat, Saimadhav Naga Sakhamuri, Aaron Sun Chen +1
Despite the development of numerous visual analytics tools for event sequence data across various domains, including but not limited to healthcare, digital marketing, and user beha…