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most citedAn Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation

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cs.CV2026

Omni-Video 2: Scaling MLLM-Conditioned Diffusion for Unified Video Generation and Editing

Hao Yang, Zhiyu Tan, Jia Gong +7

We present Omni-Video 2, a scalable and computationally efficient model that connects pretrained multimodal large-language models (MLLMs) with video diffusion models for unified vi…