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---
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license: mit
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pipeline_tag: image-feature-extraction
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---
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# A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation
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This repository contains the official implementation for the paper [A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation](https://huggingface.co/papers/2501.13718).
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## Links
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- **Paper:** [https://huggingface.co/papers/2501.13718](https://huggingface.co/papers/2501.13718)
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- **Project Page (TMLR):** [https://openreview.net/forum?id=uaj8ZL2PtK](https://openreview.net/forum?id=uaj8ZL2PtK)
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- **Code:** [https://github.com/SerezD/mi_ml_gen](https://github.com/SerezD/mi_ml_gen)
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## Sample Usage
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Refer to [https://github.com/SerezD/mi_ml_gen/blob/main/readme.md](https://github.com/SerezD/mi_ml_gen/blob/main/readme.md) for more information.
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## Citation
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```bibtex
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@article{
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serez2025a,
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title={A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation},
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author={Dario Serez and Marco Cristani and Alessio Del Bue and Vittorio Murino and Pietro Morerio},
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journal={Transactions on Machine Learning Research},
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issn={2835-8856},
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year={2025},
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url={https://openreview.net/forum?id=uaj8ZL2PtK},
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note={}
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}
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```
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