Tootfinder

Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation
Mert \.Inan, Anthony Sicilia, Alex Xie, Saujas Vaduguru, Daniel Fried, Malihe Alikhani
https://arxiv.org/abs/2510.09390

Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation
Establishing shared goals is a fundamental step in human-AI communication. However, ambiguities can lead to outputs that seem correct but fail to reflect the speaker's intent. In this paper, we explore this issue with a focus on the data visualization domain, where ambiguities in natural language impact the generation of code that visualizes data. The availability of multiple views on the contextual (e.g., the intended plot and the code rendering the plot) allows for a unique and comprehensive …

#Signal Should Improve Visualization of Its #Privacy Properties
https://karl-voit.at/2025/10/12/Signal

Ultra-transient grating spectroscopy for visualization of surface acoustics
Tom\'a\v{s} Grabec (Institute of Thermomechanics, Czech Academy of Sciences, Prague), Pavla Stoklasov\'a (Institute of Thermomechanics, Czech Academy of Sciences, Prague), Krist\'yna Rep\v{c}ek (Institute of Thermomechanics, Czech Academy of Sciences, Prague), Jakub Ku\v{s}n\'ir (Institute of Thermomechanics, Czech Academy of Sciences, Prague, Faculty of Nuclear Sciences and Physical Engineering…

Ultra-transient grating spectroscopy for visualization of surface acoustics
Ultrasonic wave propagation across material surfaces reveals essential information about the materials' elastic behavior. The elastodynamic response of the surface is characterized by the Green's function that fully captures all its direction-dependent and frequency-dependent features. Here we present the first direct experimental visualization of the Green's function, including all its complex details resulting from elastic anisotropy. We achieve this visualization using a dedicated modificati…

Salesforce expands its partnerships with OpenAI and Anthropic to embed their AI models into Agentforce 360, including letting customers access it in ChatGPT (Larry Dignan/Constellation Research)
https://www.constellationr.com/blog-news/i

Salesforce expands OpenAI, Anthropic partnerships, eyes Agentforce everywhere
Salesforce expanded partnerships with OpenAI and Anthropic to embed their large language models into Agentforce 360. At Dreamforce 2025, Salesforce said it has expanded a partnership with OpenAI so customers can access Agentforce 360 in ChatGPT. Salesforce customers will be able to access sales records, review conversations and build Tableau visualizations from within ChatGPT.

Trends and Performance Visualization of Clutch Time in Japan's Professional B.League
Shota Shiiku, Jun Ichikawa
https://arxiv.org/abs/2510.08597 https://

Trends and Performance Visualization of Clutch Time in Japan's Professional B.League
Reflecting the recent rise in Japanese basketball's competitiveness and pivotal outcomes in international tournaments, clutch-time performance has become increasingly critical. We examine clutch-time performance in Japan's B.League using play-by-play and box-score data from the 2023-24 season. Defining clutch time as the final five minutes with a score margin within five points, we compare efficiency and shot selection between clutch and non-clutch windows. We focus on effective field-goal perc…

Appreciate the nod that spatial data viz is hard, @…!
The motivation part about expensive GIS tools is a little off though 💸 :qgis:
https://m…

Real-Time Rendering of Dynamic Line Sets using Voxel Ray Tracing
Bram Kraaijeveld, Andrei C. Jalba, Anna Vilanova, Maxime Chamberland
https://arxiv.org/abs/2510.09081 https://…

Real-Time Rendering of Dynamic Line Sets using Voxel Ray Tracing
Real-time rendering of dynamic line sets is relevant in many visualization tasks, including unsteady flow visualization and interactive white matter reconstruction from Magnetic Resonance Imaging. High-quality global illumination and transparency are important for conveying the spatial structure of dense line sets, yet remain difficult to achieve at interactive rates. We propose an efficient voxel-based ray-tracing framework for rendering large dynamic line sets with ambient occlusion and groun…

Crosslisted article(s) found for cs.CV. https://arxiv.org/list/cs.CV/new
[2/2]:
- Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation
Mert \.Inan, Anthony Sicilia, Alex Xie, Saujas Vaduguru, Daniel Fried, Malihe Alikhani

What Makes a Visualization Complex?
Mengdi Chu, Zefeng Qiu, Meng Ling, Shuning Jiang, Robert S. Laramee, Michael Sedlmair, Jian Chen
https://arxiv.org/abs/2510.08332 https://

What Makes a Visualization Complex?
We investigate the perceived visual complexity (VC) in data visualizations using objective image-based metrics. We collected VC scores through a large-scale crowdsourcing experiment involving 349 participants and 1,800 visualization images. We then examined how these scores align with 12 image-based metrics spanning information-theoretic, clutter, color, and our two object-based metrics. Our results show that both low-level image properties and the high-level elements affect perceived VC in vis…

SemCSE-Multi: Multifaceted and Decodable Embeddings for Aspect-Specific and Interpretable Scientific Domain Mapping
Marc Brinner, Sina Zarrie{\ss}
https://arxiv.org/abs/2510.11599

SemCSE-Multi: Multifaceted and Decodable Embeddings for Aspect-Specific and Interpretable Scientific Domain Mapping
We propose SemCSE-Multi, a novel unsupervised framework for generating multifaceted embeddings of scientific abstracts, evaluated in the domains of invasion biology and medicine. These embeddings capture distinct, individually specifiable aspects in isolation, thus enabling fine-grained and controllable similarity assessments as well as adaptive, user-driven visualizations of scientific domains. Our approach relies on an unsupervised procedure that produces aspect-specific summarizing sentences…