Foundation models meet visualizations: Challenges and opportunities

W Yang, M Liu, Z Wang, S Liu - Computational Visual Media, 2024 - Springer
Recent studies have indicated that foundation models, such as BERT and GPT, excel at
adapting to various downstream tasks. This adaptability has made them a dominant force in …

Technological breakthroughs in sport: Current practice and future potential of artificial intelligence, virtual reality, augmented reality, and modern data visualization in …

VRA Cossich, D Carlgren, RJ Holash, L Katz - Applied Sciences, 2023 - mdpi.com
We are currently witnessing an unprecedented era of digital transformation in sports, driven
by the revolutions in Artificial Intelligence (AI), Virtual Reality (VR), Augmented Reality (AR) …

DataParticles: Block-based and language-oriented authoring of animated unit visualizations

Y Cao, JL E, Z Chen, H Xia - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
Unit visualizations have been widely used in data storytelling within interactive articles and
videos. However, authoring data stories that contain animated unit visualizations is …

SoccerNet game state reconstruction: End-to-end athlete tracking and identification on a minimap

V Somers, V Joos, A Cioppa… - Proceedings of the …, 2024 - openaccess.thecvf.com
Tracking and identifying athletes on the pitch holds a central role in collecting essential
insights from the game such as estimating the total distance covered by players or …

Xnli: Explaining and diagnosing nli-based visual data analysis

Y Feng, X Wang, B Pan, KK Wong… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Natural language interfaces (NLIs) enable users to flexibly specify analytical intentions in
data visualization. However, diagnosing the visualization results without understanding the …

Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration

H Li, Y Wang, H Qu - Proceedings of the CHI Conference on Human …, 2024 - dl.acm.org
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …

iball: Augmenting basketball videos with gaze-moderated embedded visualizations

Z Chen, Q Yang, J Shan, T Lin, J Beyer, H Xia… - Proceedings of the …, 2023 - dl.acm.org
We present iBall, a basketball video-watching system that leverages gaze-moderated
embedded visualizations to facilitate game understanding and engagement of casual fans …

Leveraging large models for crafting narrative visualization: a survey

Y He, S Cao, Y Shi, Q Chen, K Xu, N Cao - arXiv preprint arXiv …, 2024 - arxiv.org
Narrative visualization effectively transforms data into engaging stories, making complex
information accessible to a broad audience. Large models, essential for narrative …

An empirical evaluation of the gpt-4 multimodal language model on visualization literacy tasks

A Bendeck, J Stasko - IEEE Transactions on Visualization and …, 2024 - ieeexplore.ieee.org
Large Language Models (LLMs) like GPT-4 which support multimodal input (ie, prompts
containing images in addition to text) have immense potential to advance visualization …

Data playwright: Authoring data videos with annotated narration

L Shen, H Li, Y Wang, T Luo, Y Luo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Creating data videos that effectively narrate stories with animated visuals requires
substantial effort and expertise. A promising research trend is leveraging the easy-to-use …