3 citations · 13 across the 26 of their papers we have counts for
4 papers · 1 filter
Concept Lens: Visually Analyzing the Consistency of Semantic Manipulation in GANs
Sangwon Jeong, Mingwei Li, Matthew Berger +1
As applications of generative AI become mainstream, it is important to understand what generative models are capable of producing, and the extent to which one can predictably contr…
Graphical Perception of Saliency-based Model Explanations
Yayan Zhao, Mingwei Li, Matthew Berger
In recent years, considerable work has been devoted to explaining predictive, deep learning-based models, and in turn how to evaluate explanations. An important class of evaluation…
CUPID: Contextual Understanding of Prompt-conditioned Image Distributions
Yayan Zhao, Mingwei Li, Matthew Berger
We present CUPID: a visualization method for the contextual understanding of prompt-conditioned image distributions. CUPID targets the visual analysis of distributions produced by…
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic
Brian Montambault, Gabriel Appleby, Jen Rogers +3
Dimensionality reduction techniques are widely used for visualizing high-dimensional data. However, support for interpreting patterns of dimension reduction results in the context…