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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.

Fontehuggingface.co/SerezD/mi_ml_gen/tree/8002f5fcd29eb20f23f9f8d4b6f072b2fe59d846
TipoOtherVersãoRevision 8002f5fCnota

Fonte do modelo

Tipo
Other
Tamanho do arquivo
90,7–670 MB
Versão
vRevision 8002f5f
Atualizado
17 de set. de 2026
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0
Fonte
Hugging Face

Descrição da fonte

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={}
}

Fontes

1 fonte
Hugging FacePrimárioVersão 8002f5fcd29eb20f23f9f8d4b6f072b2fe59d846
huggingface.co/SerezD/mi_ml_gen/tree/8002f5fcd29eb20f23f9f8d4b6f072b2fe59d846

Verificado 2 de set.

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64 artefatos

runs/encoders/bigbigan_simsiam/encoder_imagenet_baseline_learned/last.ckpt

ckpt · 292 MB · SHA-256 728b45aed4e4…74c6 · Hugging Face

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runs/encoders/bigbigan_simsiam/encoder_imagenet_baseline_random/last.ckpt

ckpt · 292 MB · SHA-256 0f4b5a0507fc…ee1b · Hugging Face

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runs/encoders/bigbigan_simsiam/encoder_imagenet_baseline_real/last.ckpt

ckpt · 292 MB · SHA-256 238eecc861f9…5636 · Hugging Face

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runs/encoders/bigbigan_simsiam/encoder_imagenet_baseline_synth/last.ckpt

ckpt · 292 MB · SHA-256 941c29917141…ac5c · Hugging Face

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runs/encoders/bigbigan_simsiam/encoder_imagenet_chunks_learned/last.ckpt

ckpt · 292 MB · SHA-256 da4f58c17084…c066 · Hugging Face

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runs/encoders/bigbigan_simsiam/encoder_imagenet_chunks_random/last.ckpt

ckpt · 292 MB · SHA-256 0a1e923a33b7…32bd · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_baseline_learned/epoch=99.ckpt

ckpt · 670 MB · SHA-256 5688705e6ddc…5d6e · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_baseline_learned/last.ckpt

ckpt · 670 MB · SHA-256 5688705e6ddc…5d6e · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_baseline_random/epoch=99.ckpt

ckpt · 670 MB · SHA-256 887b6b541127…8776 · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_baseline_random/last.ckpt

ckpt · 670 MB · SHA-256 887b6b541127…8776 · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_baseline_real/epoch=99.ckpt

ckpt · 670 MB · SHA-256 57f899da95c1…2398 · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_baseline_real/last.ckpt

ckpt · 670 MB · SHA-256 57f899da95c1…2398 · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_baseline_synth/epoch=99.ckpt

ckpt · 670 MB · SHA-256 d1ef61612b32…445a · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_baseline_synth/last.ckpt

ckpt · 670 MB · SHA-256 d1ef61612b32…445a · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_chunks_learned/epoch=99.ckpt

ckpt · 670 MB · SHA-256 9fe89a9e6e15…fd05 · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_chunks_learned/last.ckpt

ckpt · 670 MB · SHA-256 9fe89a9e6e15…fd05 · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_chunks_random/epoch=99.ckpt

ckpt · 670 MB · SHA-256 c659b3612271…ec7d · Hugging Face

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runs/encoders/stylegan_byol/encoder_lsun_chunks_random/last.ckpt

ckpt · 670 MB · SHA-256 c659b3612271…ec7d · Hugging Face

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runs/encoders/stylegan_simsiam/encoder_lsun_baseline_learned/last.ckpt

ckpt · 292 MB · SHA-256 2695deb455ab…dea3 · Hugging Face

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runs/encoders/stylegan_simsiam/encoder_lsun_baseline_random/last.ckpt

ckpt · 292 MB · SHA-256 ca0bef6deacf…ed28 · Hugging Face

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runs/encoders/stylegan_simsiam/encoder_lsun_baseline_real/last.ckpt

ckpt · 292 MB · SHA-256 f42b992f3776…1112 · Hugging Face

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runs/encoders/stylegan_simsiam/encoder_lsun_baseline_synth/last.ckpt

ckpt · 292 MB · SHA-256 9dab5a83b168…742e · Hugging Face

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runs/encoders/stylegan_simsiam/encoder_lsun_chunks_learned/last.ckpt

ckpt · 292 MB · SHA-256 44a5f0220617…f36a · Hugging Face

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runs/encoders/stylegan_simsiam/encoder_lsun_chunks_random/last.ckpt

ckpt · 292 MB · SHA-256 19cdd3eb1a96…d78b · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-birdsnap-encoder_imagenet_baseline_learned_classifier_lr30/last.ckpt

ckpt · 98,2 MB · SHA-256 f6948d2355e4…1f7e · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-birdsnap-encoder_imagenet_baseline_random_classifier_lr30/last.ckpt

ckpt · 98,2 MB · SHA-256 cf9a43a3617a…76ee · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-birdsnap-encoder_imagenet_baseline_real_classifier_lr30/last.ckpt

ckpt · 98,2 MB · SHA-256 1115c10fd4e3…2636 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-birdsnap-encoder_imagenet_baseline_synth_classifier_lr30/last.ckpt

ckpt · 98,2 MB · SHA-256 433ec5151276…dc82 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-birdsnap-encoder_imagenet_chunks_learned_classifier_lr30/last.ckpt

ckpt · 98,2 MB · SHA-256 6e4cee8de6e0…6d19 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-birdsnap-encoder_imagenet_chunks_learned_disc_classifier_lr30/last.ckpt

ckpt · 98,2 MB · SHA-256 0253d7390d7d…6ba3 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-birdsnap-encoder_imagenet_chunks_random_classifier_lr30/last.ckpt

ckpt · 98,2 MB · SHA-256 ff8dc5f1f18e…dd41 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-birdsnap-encoder_imagenet_chunks_random_disc_classifier_lr30/last.ckpt

ckpt · 98,2 MB · SHA-256 a6a004ce42ec…6247 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-caltech101-encoder_imagenet_baseline_learned_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 8844aa164e32…bfb5 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-caltech101-encoder_imagenet_baseline_random_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 b5ea0ddd7449…c9a3 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-caltech101-encoder_imagenet_baseline_real_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 bc692b463396…42e4 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-caltech101-encoder_imagenet_baseline_synth_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 5e0c0964008f…148f · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-caltech101-encoder_imagenet_chunks_learned_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 9cf2a0da849c…3452 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-caltech101-encoder_imagenet_chunks_learned_disc_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 2603735402f5…62f9 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-caltech101-encoder_imagenet_chunks_random_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 4f3621738cf2…2cbf · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-caltech101-encoder_imagenet_chunks_random_disc_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 95c9685f5b3a…a46e · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-cifar100-encoder_imagenet_baseline_learned_classifier_lr30/last.ckpt

ckpt · 91,5 MB · SHA-256 cebf7d52b504…3a46 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-cifar100-encoder_imagenet_baseline_random_classifier_lr30/last.ckpt

ckpt · 91,5 MB · SHA-256 cc6950df8695…441a · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-cifar100-encoder_imagenet_baseline_real_classifier_lr30/last.ckpt

ckpt · 91,5 MB · SHA-256 2ddd48baba29…e547 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-cifar100-encoder_imagenet_baseline_synth_classifier_lr30/last.ckpt

ckpt · 91,5 MB · SHA-256 a19ff0d1fbb0…180f · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-cifar100-encoder_imagenet_chunks_learned_classifier_lr30/last.ckpt

ckpt · 91,5 MB · SHA-256 356deaadb35b…9129 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-cifar100-encoder_imagenet_chunks_learned_disc_classifier_lr30/last.ckpt

ckpt · 91,5 MB · SHA-256 0eb01273deeb…156c · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-cifar100-encoder_imagenet_chunks_random_classifier_lr30/last.ckpt

ckpt · 91,5 MB · SHA-256 399539d07556…5a19 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-cifar100-encoder_imagenet_chunks_random_disc_classifier_lr30/last.ckpt

ckpt · 91,5 MB · SHA-256 33405e9d17f0…12b0 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-DTD-encoder_imagenet_baseline_learned_classifier_lr30/last.ckpt

ckpt · 90,7 MB · SHA-256 8310a5df31bd…54e5 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-DTD-encoder_imagenet_baseline_random_classifier_lr30/last.ckpt

ckpt · 90,7 MB · SHA-256 b69c11885b52…8d85 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-DTD-encoder_imagenet_baseline_real_classifier_lr30/last.ckpt

ckpt · 90,7 MB · SHA-256 e4084528101b…0a1e · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-DTD-encoder_imagenet_baseline_synth_classifier_lr30/last.ckpt

ckpt · 90,7 MB · SHA-256 93d57ea08ce2…4cad · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-DTD-encoder_imagenet_chunks_learned_classifier_lr30/last.ckpt

ckpt · 90,7 MB · SHA-256 01cc27a717be…d529 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-DTD-encoder_imagenet_chunks_learned_disc_classifier_lr30/last.ckpt

ckpt · 90,7 MB · SHA-256 ba41edf0067e…1390 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-DTD-encoder_imagenet_chunks_random_classifier_lr30/last.ckpt

ckpt · 90,7 MB · SHA-256 8d75c1b9b182…308f · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-DTD-encoder_imagenet_chunks_random_disc_classifier_lr30/last.ckpt

ckpt · 90,7 MB · SHA-256 51bcdc90d002…41f8 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-flowers102-encoder_imagenet_baseline_learned_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 b1d05e1de67e…b0a6 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-flowers102-encoder_imagenet_baseline_random_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 0e9a89e04b83…08cb · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-flowers102-encoder_imagenet_baseline_real_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 afdea3a71070…aa4e · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-flowers102-encoder_imagenet_baseline_synth_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 1d3430c89fd8…8e43 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-flowers102-encoder_imagenet_chunks_learned_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 de7174bfc31d…d15d · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-flowers102-encoder_imagenet_chunks_learned_disc_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 768d85304bc0…7552 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-flowers102-encoder_imagenet_chunks_random_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 cf88839a35bc…9721 · Hugging Face

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runs/linear_classifiers/bigbigan_simsiam/LinCls-flowers102-encoder_imagenet_chunks_random_disc_classifier_lr30/last.ckpt

ckpt · 91,6 MB · SHA-256 c6947a76bb30…c75d · Hugging Face

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Trechos de fonte

2 trechos
Readme2 de set.huggingface.co/SerezD/mi_ml_gen

--- 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={} } ```

Note2 de set.huggingface.co/SerezD/mi_ml_gen

Source context: 0 downloads · 0 likes · Pipeline image-feature-extraction · Repo SerezD/mi_ml_gen