Content-aware adaptive sampling for Stable Diffusion - dynamically optimizing inference steps based on prompt complexity for 30-50% speedup with <5% quality loss.
machine-learning research computer-vision pytorch text-to-image diffusion-model adaptive-sampling inference-optimization failure-analysis diffusion-models negative-results stable-diffusion generative-ai negative-result
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Updated
Oct 2, 2025 - Python