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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jun-Ping Zhang

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Preprint Sep 2026

GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph Priors

Rendering accurate text remains difficult for image generation and editing models, especially when the target contains long, complex, and densely arranged text or rare characters. Existing approaches either improve native text rendering through stronger backbones and data-centric training without explicit glyph priors,...

Qiang Xiang, Shu'ang Sun, Binglei Li et al. · 1 citation
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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