---
license: mit
pipeline_tag: image-feature-extraction
---

# A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation

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).

## Links
- **Paper:** [https://huggingface.co/papers/2501.13718](https://huggingface.co/papers/2501.13718)
- **Project Page (TMLR):** [https://openreview.net/forum?id=uaj8ZL2PtK](https://openreview.net/forum?id=uaj8ZL2PtK)
- **Code:** [https://github.com/SerezD/mi_ml_gen](https://github.com/SerezD/mi_ml_gen)

## Sample Usage

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.

## Citation
```bibtex
@article{
    serez2025a,
    title={A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation},
    author={Dario Serez and Marco Cristani and Alessio Del Bue and Vittorio Murino and Pietro Morerio},
    journal={Transactions on Machine Learning Research},
    issn={2835-8856},
    year={2025},
    url={https://openreview.net/forum?id=uaj8ZL2PtK},
    note={}
}
```