A novel 6M-image Pixiv dataset shows open-source image generation has long-tail model usage, slow life cycles with version inertia, and surging multi-LoRA customization linked to higher engagement.
2024.Does Generative AI Crowd Out Human Creators? Evidence from Pixiv
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Navigating the Open-Source Model Ecosystem: An Empirical Study of Creator Practices in Artistic Image Generation
A novel 6M-image Pixiv dataset shows open-source image generation has long-tail model usage, slow life cycles with version inertia, and surging multi-LoRA customization linked to higher engagement.