10 citations · 10 across the 3 of their papers we have counts for
4 papers
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA
Mengzhuo Chen, Yan Shu, Chi Liu +4
We study whether grounded reasoning supervision from abundant 2D medical images can improve 3D medical VQA when both input types are aligned through a common reasoning interface. W…
Semantic Scaffolding: Augmenting Textual Structures with Domain-Specific Groupings for Accessible Data Exploration
Jonathan Zong, Isabella Pedraza Pineros, Mengzhu Katie Chen +2
Drawing connections between interesting groupings of data and their real-world meaning is an important, yet difficult, part of encountering a new dataset. A lay reader might see an…
Tactile Vega-Lite: Rapidly Prototyping Tactile Charts with Smart Defaults
Mengzhu Katie Chen, Isabella Pedraza Pineros, Arvind Satyanarayan +1
Tactile charts are essential for conveying data to blind and low vision (BLV) readers but are difficult for designers to construct. Non-expert designers face barriers to entry due…
Umwelt: Accessible Structured Editing of Multimodal Data Representations
Jonathan Zong, Isabella Pedraza Pineros, Mengzhu Katie Chen +2
We present Umwelt, an authoring environment for interactive multimodal data representations. In contrast to prior approaches, which center the visual modality, Umwelt treats visual…