"score-based diffusion models" Papers

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

RUNJIA LI, Qiwei Di, Quanquan Gu

ICLR 2025posterarXiv:2410.14237
7
citations

Accelerating Convergence of Score-Based Diffusion Models, Provably

Gen Li, Yu Huang, Timofey Efimov et al.

ICML 2024poster

A Geometric Explanation of the Likelihood OOD Detection Paradox

Hamidreza Kamkari, Brendan Ross, Jesse Cresswell et al.

ICML 2024poster

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

Kaihong Zhang, Heqi Yin, Feng Liang et al.

ICML 2024spotlight