Search Results for author: Hamidreza Behjoo

Found 3 papers, 0 papers with code

Space-Time Bridge-Diffusion

no code implementations13 Feb 2024 Hamidreza Behjoo, Michael Chertkov

In this study, we introduce a novel method for generating new synthetic samples that are independent and identically distributed (i. i. d.)

U-Turn Diffusion

no code implementations14 Aug 2023 Hamidreza Behjoo, Michael Chertkov

We present a comprehensive examination of score-based diffusion models of AI for generating synthetic images.

Exact Fractional Inference via Re-Parametrization & Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms

no code implementations25 Jan 2023 Hamidreza Behjoo, Michael Chertkov

Inference efforts -- required to compute partition function, $Z$, of an Ising model over a graph of $N$ ``spins" -- are most likely exponential in $N$.

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