"one-step sampling" Papers

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Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation

Enshu Liu, Qian Chen, Xuefei Ning et al.

NeurIPS 2025posterarXiv:2510.21003
2
citations

Hierarchical Koopman Diffusion: Fast Generation with Interpretable Diffusion Trajectory

Hanru Bai, Weiyang Ding, Difan Zou

NeurIPS 2025posterarXiv:2510.12220

ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis

Onkar Susladkar, Gayatri Deshmukh, Yalcin Tur et al.

ICCV 2025posterarXiv:2505.04963
2
citations

Sampling is as easy as keeping the consistency: convergence guarantee for Consistency Models

Junlong Lyu, Zhitang Chen, Shoubo Feng

ICML 2024poster