AI RESEARCH
NEGATE: Constrained Semantic Guidance for Linguistic Negation in Text-to-Video Diffusion
arXiv CS.CV
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ArXi:2603.06533v1 Announce Type: new Negation is a fundamental linguistic operator, yet it remains inadequately modeled in diffusion-based generative systems. In this work, we present a formal treatment of linguistic negation in diffusion-based generative models by modeling it as a structured feasibility constraint on semantic guidance within diffusion dynamics. Rather than