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News/TPSO: Training-Free Diverse Image Generation via Semantic Prompt Embedding Optimization
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

TPSO: Training-Free Diverse Image Generation via Semantic Prompt Embedding Optimization

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Publisher summary· verbatim

arXiv:2511.19811v2 Announce Type: replace-cross Abstract: Image diversity remains a fundamental challenge for text-to-image diffusion models. Low-diversity generation often leads to repetitive outputs, increasing sampling redundancy and hindering both creative exploration and downstream applications

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