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Where APG operates on a heuristic decomposition, our framework derives the same construction from probability conservation

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cs.CV 1

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2026 1

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Probability-Conserving Flow Guidance

cs.CV · 2026-05-19 · unverdicted · novelty 7.0

AdaMaG is a guidance rule for generative models derived from decomposing continuity-equation effects into divergence and score-parallel terms, with a proof that divergence diverges near the manifold and a time-dependent bound that improves realism at no extra cost.

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  • Probability-Conserving Flow Guidance cs.CV · 2026-05-19 · unverdicted · none · ref 14

    AdaMaG is a guidance rule for generative models derived from decomposing continuity-equation effects into divergence and score-parallel terms, with a proof that divergence diverges near the manifold and a time-dependent bound that improves realism at no extra cost.