| | --- |
| | 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={} |
| | } |
| | ``` |
