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Deep unsuper- vised learning using nonequilibrium thermodynamics

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cs.CV 1

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2026 1

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Asymmetric Flow Models

cs.CV · 2026-05-13 · unverdicted · novelty 7.0

Asymmetric Flow Modeling restricts noise prediction to a low-rank subspace for high-dimensional flow generation, reaching 1.57 FID on ImageNet 256x256 and new state-of-the-art pixel text-to-image performance via finetuning from latent models.

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  • Asymmetric Flow Models cs.CV · 2026-05-13 · unverdicted · none · ref 61

    Asymmetric Flow Modeling restricts noise prediction to a low-rank subspace for high-dimensional flow generation, reaching 1.57 FID on ImageNet 256x256 and new state-of-the-art pixel text-to-image performance via finetuning from latent models.