10 citations · 35 across the 19 of their papers we have counts for
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cs.LG2023★ 4 cited
Non-Denoising Forward-Time Diffusions
Stefano Peluchetti
The scope of this paper is generative modeling through diffusion processes. An approach falling within this paradigm is the work of Song et al. (2021), which relies on a time-rever…
stat.ML2023
Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling
Stefano Peluchetti
The dynamic Schrödinger bridge problem seeks a stochastic process that defines a transport between two target probability measures, while optimally satisfying the criteria of being…