{"id":16778386,"url":"https://github.com/lucmos/relreps","last_synced_at":"2025-07-26T20:38:39.493Z","repository":{"id":163063936,"uuid":"480817879","full_name":"lucmos/relreps","owner":"lucmos","description":"Relative representations can be leveraged to enable solving tasks regarding \"latent communication\": from zero-shot model stitching to latent space comparison between diverse settings.","archived":false,"fork":false,"pushed_at":"2023-04-26T12:22:23.000Z","size":10675,"stargazers_count":57,"open_issues_count":3,"forks_count":6,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-04-10T20:53:47.924Z","etag":null,"topics":["invariance","latent-communication","relative-representation","representation-learning","stitching","zero-shot"],"latest_commit_sha":null,"homepage":"https://openreview.net/forum?id=SrC-nwieGJ","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Relative representations enable zero-shot latent space communication\n\n[Slides](https://lucmos.github.io/relreps-presentation/) |\n[OpenReview](https://openreview.net/forum?id=SrC-nwieGJ) |\n[arXiv](https://arxiv.org/abs/2209.15430) |\n[BibTeX](#bibtex)\n\n\u003cp align=\"center\"\u003e\n    \u003cimg alt=\"NN Template\" src=\"./data/assets/teaser.gif\"\u003e\n\u003c/p\u003e\n\n[Luca Moschella](https://luca.moschella.dev/)\\*,\n[Valentino Maiorca](https://gladia.di.uniroma1.it/authors/maiorca/)\\*,\n[Marco Fumero](https://gladia.di.uniroma1.it/authors/fumero/),\n[Antonio Norelli](https://noranta4.com/),\n[Francesco Locatello](https://www.francescolocatello.com/),\n[Emanuele Rodolà](https://gladia.di.uniroma1.it/authors/rodola/)\n\n\\* *equal contribution*\n\n## Installation\n\u003cp align=\"left\"\u003e\n    \u003ca href=\"https://github.com/grok-ai/nn-template\"\u003e\u003cimg alt=\"NN Template\" src=\"https://shields.io/badge/nn--template-0.2.1-emerald?style=flat\u0026labelColor=gray\"\u003e\u003c/a\u003e\n    \u003ca href=\"https://www.python.org/downloads/\"\u003e\u003cimg alt=\"Python\" src=\"https://img.shields.io/badge/python-3.9-blue.svg\"\u003e\u003c/a\u003e\n    \u003ca href=\"https://black.readthedocs.io/en/stable/\"\u003e\u003cimg alt=\"Code style: black\" src=\"https://img.shields.io/badge/code%20style-black-000000.svg\"\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n```bash\npip install git+ssh://git@github.com/lucmos/relreps.git\n```\n\n\n## Quickstart\n\n### Development installation\n\nSetup the development environment:\n\n```bash\ngit clone git@github.com:lucmos/relreps.git\ncd relreps\nconda env create -f env.yaml\nconda activate relreps\npre-commit install\ndvc pull\n```\n\n\u003e Refer to the [template documentation](https://grok-ai.github.io/nn-template/0.2/) for an high level overview of the code structure.\n\n### Update the dependencies\n\nRe-install the project in edit mode:\n\n```bash\npip install -e .[dev]\n```\n\n\n## BibTeX\n\n```bibtex\n@inproceedings{\n    moschella2023relative,\n    title={Relative representations enable zero-shot latent space communication},\n    author={Luca Moschella and Valentino Maiorca and Marco Fumero and Antonio Norelli and Francesco Locatello and Emanuele Rodol{\\`a}},\n    booktitle={The Eleventh International Conference on Learning Representations },\n    year={2023},\n    url={https://openreview.net/forum?id=SrC-nwieGJ}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flucmos%2Frelreps","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flucmos%2Frelreps","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flucmos%2Frelreps/lists"}