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Jun-Ping Zhang

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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. · 0 citations

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