Preprint
Aug 2026
DiverseDiT++: Quantifying, Analyzing, and Promoting Representation Diversity in Diffusion Transformers
It is revealed that representation diversity across blocks is a critical factor for effective representation learning in DiTs, and a novel metric, termed the Weighted Diversity Score (WDS), is introduced to measure the representational discrepancies across different blocks.
Binglei Li, Mengping Yang, Zhiyu Tan et al.
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