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CosmicMan
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2026-02-24 10:30:56
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CosmicMan CosmicMan: A Text-to-Image Foundation Model for Humans CVPR 2024 (Highlight) Shikai Li *, Jianglin Fu *, Kaiyuan Liu *, Wentao Wang *, Kwan-Yee Lin † , Wayne Wu † Shanghai AI Laboratory Arxiv Data Video GitHub Abstract We present CosmicMan , a text-to-image foundation model specialized for generating high-fidelity human images. Unlike current general-purpose foundation models that are stuck in the dilemma of inferior quality and text-image misalignment for humans, CosmicMan enables generating photo-realistic human images with meticulous appearance, reasonable structure, and precise text-image alignment with detailed dense descriptions. At the heart of CosmicMan's success are the new reflections and perspectives on data and model: (1) We found that data quality and a scalable data production flow are essential for the final results from trained m...
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