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Filtered by domain: Omni modelsClear

2 Oct 2026

Physical fidelity has received increasing attention in world models and video generation, yet how video representations encode physical information remains less understood.

Embedding models Omni models Retrieval Video classification

50.0/h

OmniConfess: Eliciting Token Confessions to Mitigate Omni-Modal Hallucination

2 Oct 2026

Omni-modal large language models (OmniLLMs) unify text, images, audio, and video, yet hallucinate when generation relies on the wrong evidence. Existing inference-time methods can reduce hallucinations, but rarely reveal which evidence sustains a generated commitment.

Omni models

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