Author

Francesco Corti

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#artificial intelligence Preprint Sep 2026

The Golden Path Hypothesis: Reusable Schedules in Diffusion Caching

Diffusion caching accelerates generation by replacing transformer computation with cached or predicted features at selected denoising steps. We introduce the Golden Path Hypothesis (GPH): under fixed inference conditions, prompt-independent cache schedules can achieve final-output quality comparable to the best prompt-...

Dong Wang, Wen-Wu Tang, Francesco Corti et al. · 0 citations

#artificial intelligence Preprint Sep 2026

On the Interaction Between Model Compression and Test-Time Adaptation

Although compressed models retain high accuracy under supervised adaptation, their TTA performance degrades significantly with increasing compression, highlighting the need to design compression strategies that preserve adaptability.

Francesco Corti, Dong Wang, Young D. Kwon et al. · 0 citations