Improve model card: Add metadata, paper information, and detailed usage

#3
by nielsr HF Staff - opened

This PR significantly enhances the model card for the research artifact A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation.

Key improvements include:

  • Adding license: mit and pipeline_tag: image-feature-extraction to the metadata for better discoverability at https://huggingface.co/models?pipeline_tag=image-feature-extraction.
  • Including the full paper title, abstract, and links to the Hugging Face paper page and the official GitHub repository.
  • Providing a detailed "Usage" section based on the GitHub README, which covers:
    • Installation steps.
    • Code snippets for generating multiple views, including visual examples.
    • Instructions and code snippets for training image feature encoders (SimSiam, Byol).
    • Instructions and code snippets for training and evaluating linear classifiers on extracted features.
  • Adding the BibTeX citation for proper academic attribution.

These updates aim to make the model more accessible and easier to use for the community.

SerezD changed pull request status to closed

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