4 papers
Benchmarking Vision-Language Models on Synapse and Neuron Proofreading in Connectomics
Yicong Li, Junjie Wang, Leander Lauenburg +5
We benchmarked vision-language models (VLMs) on the decisions annotators take when inspecting electron microscopy images in connectomics: synapse proofreading (presence and polarit…
How Spatial Biologists Direct and Verify AI-Assisted Analyses
Ella Hugie, Alexandra Irger, Chiara Schiller +3
Spatial biologists use visualization to assess computational analyses of tissue data. We examine how they direct and verify analyses when an AI agent performs this work. We synthes…
RaivenTracks: Branching Provenance for Conversational Visualization Workflows
Ella Hugie, Alexandra Irger, Grace Guo +4
As AI agents increasingly participate in scientific workflows, scientists are shifting from direct authorship toward oversight, inspection, and steering. LLM-driven visualization s…
Raiven: LLM-Based Visualization Authoring via Domain-Specific Language Mediation
Alexandra Irger, Ella Hugie, Minghao Guo +5
Visualization is central to scientific discovery, yet authoring tools remain split between information and scientific visualization, and expertise in one rarely transfers to the ot…