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Diffusion models without classifier- free guidance

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

2 Pith papers citing it

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cs.CL 1 hep-ph 1

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2026 1 2025 1

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UNVERDICTED 2

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ELF: Embedded Language Flows

cs.CL · 2026-05-11 · unverdicted · novelty 6.0

ELF applies continuous-time flow matching in embedding space for language generation and reports outperforming prior discrete and continuous diffusion language models with fewer steps.

Exploring the flavor structure of leptons via diffusion models

hep-ph · 2025-03-27 · unverdicted · novelty 5.0

Applies diffusion models to generate 10,000 neutrino mass matrices consistent with oscillation parameters in a seesaw model, revealing non-trivial distributions in CP phases and 0νββ effective mass.

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  • ELF: Embedded Language Flows cs.CL · 2026-05-11 · unverdicted · none · ref 69

    ELF applies continuous-time flow matching in embedding space for language generation and reports outperforming prior discrete and continuous diffusion language models with fewer steps.