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CVPR Findings2026

BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation

Zihao Zhu, Ruotong Wang, Siwei Lyu, Min Zhang, Baoyuan Wu

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Builds on21

  1. LoRA: Low-Rank Adaptation of Large Language ModelsEdward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu et al.ICLR 2022 · 18,833 citations
  2. CLIPScore: A Reference-free Evaluation Metric for Image CaptioningJack Hessel, Ari Holtzman, Maxwell Forbes, Ronan Le Bras et al.EMNLP 2021 · 937 citations
  3. Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video GeneratorsLevon Khachatryan, Andranik Movsisyan, Vahram Tadevosyan, Roberto Henschel et al.ICCV 2023 · 800 citations
  4. TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question AnsweringYushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang et al.ICCV 2023 · 400 citations
  5. Make-A-Video: Text-to-Video Generation without Text-Video DataUriel Singer, Adam Polyak, Thomas Hayes, Xi Yin et al.ICLR 2023 · 313 citations

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