VLog

VLog

VLog aims to seek a new perspective on video-language understanding.

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	VLog (CVPR’25)	VLog-Agent
TL;DR	Video Narration as Vocabulary	Video as Long Document
Method	A novel, efficient video narrator (GPT2-based) with Narration Vocabulary via Generative Retrieval.	Given a video, we turn it into a textual document containing visual + audio info. By sending this doc to LLM, we can chat over the video!

🎓 BibTeX

If you find our work helpful, please kindly consider citing our paper.

@misc{lin2025vlog,
      title={VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary}, 
      author={Kevin Qinghong Lin and Mike Zheng Shou},
      year={2025},
      eprint={2503.09402},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2503.09402}, 
}