2026
Restoring Initial Noise Sensitivity in Text-to-Image Distillation through Geometric Alignment
ICML 2026poster
Generative distillation significantly accelerates text-to-image (T2I) generation by compressing multi-step trajectories into few-step student models while preserving perceptual quality. However, existing distillation methods prioritize efficiency and output fidelity, often overlooking the preservati…