Hi! I'm Niels, part of the community science team at Hugging Face.
I noticed that this model card could benefit from some additional metadata and links to the research it belongs to. This PR updates the README to include:
- The `video-classification` pipeline tag in the metadata for better discoverability.
- Links to the [official paper](https://huggingface.co/papers/2603.12254), project page, and GitHub repository.
- A BibTeX citation section.
These changes help researchers and users find and cite your work more easily!