Jun, 2024
DiffusionPID: 通过部分信息分解解释扩散
DiffusionPID: Interpreting Diffusion via Partial Information Decomposition
Shaurya Dewan, Rushikesh Zawar, Prakanshul Saxena, Yingshan Chang, Andrew Luo...
TL;DRDiffusion Partial Information Decomposition (DiffusionPID) is a novel technique applied to decompose the input text prompt, enabling a detailed examination of how individual tokens and their interactions shape the generated image in text-to-image diffusion models, addressing unanswered questions and biases analysis.