SerezD/mi_ml_gen

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.

Links

• Paper: https://huggingface.co/papers/2501.13718
• Project Page (TMLR): https://openreview.net/forum?id=uaj8ZL2PtK
• Code: https://github.com/SerezD/mi_ml_gen

Sample Usage

Refer to https://github.com/SerezD/mi_ml_gen/blob/main/readme.md for more information.

Citation

@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={}
}