84 citations · 416 across the 27 of their papers we have counts for
5 papers · 1 filter
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision
Changjian Chen, Yukai Guo, Fengyuan Tian +7
Existing model evaluation tools mainly focus on evaluating classification models, leaving a gap in evaluating more complex models, such as object detection. In this paper, we devel…
Cluster-Aware Grid Layout
Yuxing Zhou, Weikai Yang, Jiashu Chen +5
Grid visualizations are widely used in many applications to visually explain a set of data and their proximity relationships. However, existing layout methods face difficulties whe…
TimePool: Visually Answer "Which and When" Questions On Univariate Time Series
Tinghao Feng, Yueqi Hu, Jing Yang +4
When exploring time series datasets, analysts often pose "which and when" questions. For example, with world life expectancy data over one hundred years, they may inquire about the…
Visual Analytics For Machine Learning: A Data Perspective Survey
Junpeng Wang, Shixia Liu, Wei Zhang
The past decade has witnessed a plethora of works that leverage the power of visualization (VIS) to interpret machine learning (ML) models. The corresponding research topic, VIS4ML…
Concept-Based Visual Analysis of Dynamic Textual Data
Xiang Shouxing, Ouyang Fangxin, Liu Shixia
Analyzing how interrelated ideas flow within and between multiple social groups helps understand the propagation of information, ideas, and thoughts on social media. The existing d…