Interactive visual interfaces have become an important means of controlling generative image models, enabling users to manipulate generation through prompts, direct manipulation, and a range of interactions. However, existing techniques are typically presented as independent systems, making it difficult to understand h...
Susie S. Y. Li, Mingwei Li, Remco Chang· 0 citations
Multivariate graphs unite two distinct data perspectives: a topological structure defined by nodes and edges, and attribute data associated with each node. Analyzing such graphs therefore requires reasoning across two complementary spaces. However, existing systems typically emphasize the analysis of one space at a tim...
Sjoerd Vink, Suyang Li, Brian Montambault et al.· arXiv.org· 0 citations
LatentGandr is a visual analytics technique that facilitates latent space exploration by extracting locally linear dimensions from embeddings in high-dimensional latent spaces by analyzing the topology and local curvature of the embeddings, and automatically identifies local neighborhoods and computes their principal c...