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Tensor train factorization under noisy, incomplete data with automatic rank estimation , journal = · 2023 · DOI 10.1016/j.patcog.2023.109650 · arXiv 2023.109650

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cs.LG 1

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2026 1

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Bayesian Tensor Decomposition with Diffusion Model Prior

cs.LG · 2026-06-02 · unverdicted · novelty 7.0

DiffBCP combines a cumulative shrinkage prior and pre-trained diffusion model prior in Bayesian CP decomposition via a split Gibbs sampler with noise-adaptive coupling, yielding gains on image inpainting and denoising.

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  • Bayesian Tensor Decomposition with Diffusion Model Prior cs.LG · 2026-06-02 · unverdicted · none · ref 28

    DiffBCP combines a cumulative shrinkage prior and pre-trained diffusion model prior in Bayesian CP decomposition via a split Gibbs sampler with noise-adaptive coupling, yielding gains on image inpainting and denoising.