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Vahan Arsenyan

2 accepted papers

2025

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

NeurIPS 2025poster

Generative modeling aims to produce new random examples from an unknown target distribution, given access to a finite collection of examples. Among the leading approaches, denoising diffusion probabilistic models (DDPMs) construct such examples by mapping a Brownian motion via a diffusion process dr…

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