arxivcs.CVcs.AIcs.HC2026-06-28
Attention Dynamics in Diffusion Models: A Visual Analytics Framework for Human-AI Collaboration
Diffusion-based text-to-image models can synthesize complex and highly structured visual content, yet the emergence and evolution of semantic structure remain difficult to interpret. Many existing workflows rely on aggregated attention or scalar summaries that separate temporal c…