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Unidb: A uni- fied diffusion bridge framework via stochastic optimal control.arXiv preprint arXiv:2502.05749

5 Pith papers cite this work. Polarity classification is still indexing.

5 Pith papers citing it

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cs.CV 5

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2026 4 2025 1

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UNVERDICTED 5

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Unifying Deep Stochastic Processes for Image Enhancement

cs.CV · 2026-05-02 · unverdicted · novelty 5.0

Stochastic image enhancement methods are shown to be variants of a shared SDE differing in drift, diffusion, terminal distributions and boundary conditions, with controlled experiments revealing no single dominant family and a new modular library released.

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