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spectral diffusion feature forecaster

technology1 mentionslast seen Oct 1, 2026

Training-free approach that enables global, long-range feature reuse by approximating latent features with Chebyshev polynomials.

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spectral diffusion feature forecasterdepends onChebyshev polynomial90% confidence1 source
spectral diffusion feature forecasterdepends onridge regression88% confidence1 source
spectral diffusion feature forecasterapplies tovideo generation82% confidence1 source
spectral diffusion feature forecasterapplies toimage generation82% confidence1 source

spectral diffusion feature forecaster

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spectral diffusion feature forecasterapplies toimage generation

82% confidence1 supporting mentions

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preprintarXivSep 30, 2026Adaptive Spectral Feature Forecasting for Diffusion Sampling Acceleration
Extensive experiments on various state-of-the-art image and video diffusion models consistently verify the superiority of our approach