Ai4vis: Survey on artificial intelligence approaches for data visualization
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …
Doom or deliciousness: Challenges and opportunities for visualization in the age of generative models
V Schetinger, S Di Bartolomeo… - Computer Graphics …, 2023 - Wiley Online Library
Generative text‐to‐image models (as exemplified by DALL‐E, MidJourney, and Stable
Diffusion) have recently made enormous technological leaps, demonstrating impressive …
Diffusion) have recently made enormous technological leaps, demonstrating impressive …
MANet: A multi-level aggregation network for semantic segmentation of high-resolution remote sensing images
B Chen, M **a, M Qian, J Huang - International Journal of Remote …, 2022 - Taylor & Francis
With the continuous improvement of the segmentation effect for natural datasets, some
studies have gradually been applied to high-resolution remote sensing images (HRRSIs) …
studies have gradually been applied to high-resolution remote sensing images (HRRSIs) …
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation
Visualization recommendation or automatic visualization generation can significantly lower
the barriers for general users to rapidly create effective data visualizations, especially for …
the barriers for general users to rapidly create effective data visualizations, especially for …
A survey on ML4VIS: Applying machine learning advances to data visualization
Inspired by the great success of machine learning (ML), researchers have applied ML
techniques to visualizations to achieve a better design, development, and evaluation of …
techniques to visualizations to achieve a better design, development, and evaluation of …
[HTML][HTML] A survey on automatic infographics and visualization recommendations
Automatic infographics generators employ machine learning algorithms/user-defined rules
and visual embellishments into the creation of infographics. It is an emerging topic in the …
and visual embellishments into the creation of infographics. It is an emerging topic in the …
Who do we mean when we talk about visualization novices?
As more people rely on visualization to inform their personal and collective decisions,
researchers have focused on a broader range of audiences, including “novices.” But …
researchers have focused on a broader range of audiences, including “novices.” But …
MultiVision: Designing analytical dashboards with deep learning based recommendation
We contribute a deep-learning-based method that assists in designing analytical
dashboards for analyzing a data table. Given a data table, data workers usually need to …
dashboards for analyzing a data table. Given a data table, data workers usually need to …
VIS+ AI: integrating visualization with artificial intelligence for efficient data analysis
Visualization and artificial intelligence (AI) are well-applied approaches to data analysis. On
one hand, visualization can facilitate humans in data understanding through intuitive visual …
one hand, visualization can facilitate humans in data understanding through intuitive visual …
[HTML][HTML] Generative ai for visualization: State of the art and future directions
Generative AI (GenAI) has witnessed remarkable progress in recent years and
demonstrated impressive performance in various generation tasks in different domains such …
demonstrated impressive performance in various generation tasks in different domains such …