2 papers
cs.HC2024
ImageSI: Semantic Interaction for Deep Learning Image Projections
Jiayue Lin, Rebecca Faust, Chris North
Semantic interaction (SI) in Dimension Reduction (DR) of images allows users to incorporate feedback through direct manipulation of the 2D positions of images. Through interaction,…
cs.HC2024
NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning
Yali Bian, Rebecca Faust, Chris North
An increasing number of studies have utilized interactive deep learning as the analytic model of visual analytics systems for complex sensemaking tasks. In these systems, tradition…