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Mi Ml Gen

This repository contains the official implementation for the paper A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation.

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17 sept. 2026
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Hugging Face

Description de la source

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

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={}
}

Sources

1 source
Hugging FacePrincipalVersion 8002f5fcd29eb20f23f9f8d4b6f072b2fe59d846
huggingface.co/SerezD/mi_ml_gen/tree/8002f5fcd29eb20f23f9f8d4b6f072b2fe59d846

Vérifié 2 sept.

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runs/encoders/stylegan_simsiam/encoder_lsun_baseline_learned/last.ckpt

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Extraits de sources

2 extraits

--- 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={} } ```

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