"score function estimation" Papers

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Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models

Yuchen Liang, Renxiang Huang, Lifeng LAI et al.

NEURIPS 2025arXiv:2506.02318
6
citations

Assessing the quality of denoising diffusion models in Wasserstein distance: noisy score and optimal bounds

Vahan Arsenyan, Elen Vardanyan, Arnak Dalalyan

NEURIPS 2025arXiv:2506.09681

Distributional Autoencoders Know the Score

Andrej Leban

NEURIPS 2025arXiv:2502.11583
2
citations

Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising

Xiangbin Wei, Yuanfeng Wang, Ao XU et al.

ICCV 2025arXiv:2503.09283
2
citations

Reverse Diffusion Sequential Monte Carlo Samplers

Luhuan Wu, Yi Han, Christian Andersson Naesseth et al.

NEURIPS 2025arXiv:2508.05926
6
citations

Nearest Neighbour Score Estimators for Diffusion Generative Models

Matthew Niedoba, Dylan Green, Saeid Naderiparizi et al.

ICML 2024arXiv:2402.08018
7
citations

One-step Diffusion with Distribution Matching Distillation

Tianwei Yin, Michaël Gharbi, Richard Zhang et al.

CVPR 2024arXiv:2311.18828
579
citations