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Contributing

Contributions are welcome! Thank you for your interest in improving this list.

Adding a Loss Function

Please ensure your pull request adheres to the following guidelines:

  • Search existing entries to avoid duplicates.
  • Use the following format:
**Name** (Year) — One-line description.
📄 [Paper Title](link) — Authors
💻 [Implementation](link) (if available)
  • Add the entry in chronological order within the appropriate category.
  • The description should be concise (one line) and explain what the loss does, not just restate the name.
  • Include a link to the original paper (arXiv, conference proceedings, or author page).
  • Include an implementation link if a well-maintained one exists (official repo or popular reimplementation).
  • Make sure your text editor is set to remove trailing whitespace.

Updating an Existing Entry

  • Fix broken links.
  • Improve descriptions for clarity.
  • Add missing implementation links.

General

  • One pull request per addition/change.
  • Keep descriptions objective — no marketing language.
  • Check your spelling and grammar.

Thank you for helping make this resource better for the community!