"score-based diffusion models" Papers

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FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation

Siyi Chen, Yixuan Jia, Qing Qu et al.

NEURIPS 2025arXiv:2501.16642
5
citations

Presto! Distilling Steps and Layers for Accelerating Music Generation

Zachary Novack, Ge Zhu, Jonah Casebeer et al.

ICLR 2025arXiv:2410.05167
16
citations

Unified Convergence Analysis for Score-Based Diffusion Models with Deterministic Samplers

RUNJIA LI, Qiwei Di, Quanquan Gu

ICLR 2025arXiv:2410.14237
8
citations

Accelerating Convergence of Score-Based Diffusion Models, Provably

Gen Li, Yu Huang, Timofey Efimov et al.

ICML 2024arXiv:2403.03852
70
citations

A Geometric Explanation of the Likelihood OOD Detection Paradox

Hamidreza Kamkari, Brendan Ross, Jesse Cresswell et al.

ICML 2024arXiv:2403.18910
16
citations

Minimax Optimality of Score-based Diffusion Models: Beyond the Density Lower Bound Assumptions

Kaihong Zhang, Heqi Yin, Feng Liang et al.

ICML 2024spotlightarXiv:2402.15602
34
citations