Data Party THU

Sep 27, 2026 · Artificial Intelligence

Diffusion Model Attention Heatmaps: Unlocking Interpretability in Text-to-Image Generation

This article introduces three complementary attention heatmap visualizations — image-to-text, text-to-image, and image-to-image — for interpreting text-to-image diffusion models, detailing aggregated attention computation, bilinear interpolation rendering, and an interactive Flask web service to diagnose prompt adherence and model biases.