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# MARLIN: Masked Autoencoder for facial video Representation LearnINg
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<img src="assets/teaser.svg">
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<div align="center">
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<a href="https://github.com/ControlNet/MARLIN/network/members">
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<img src="https://img.shields.io/github/forks/ControlNet/MARLIN?style=flat-square">
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<a href="https://github.com/ControlNet/MARLIN/stargazers">
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<img src="https://img.shields.io/github/stars/ControlNet/MARLIN?style=flat-square">
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<a href="https://github.com/ControlNet/MARLIN/issues">
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<img src="https://img.shields.io/github/issues/ControlNet/MARLIN?style=flat-square">
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<a href="https://github.com/ControlNet/MARLIN/blob/master/LICENSE">
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<img src="https://img.shields.io/badge/license-CC%20BY--NC%204.0-97ca00?style=flat-square">
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</a>
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<a href="https://arxiv.org/abs/2211.06627">
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<img src="https://img.shields.io/badge/arXiv-2211.06627-b31b1b.svg?style=flat-square">
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<div align="center">
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<a href="https://pypi.org/project/marlin-pytorch/">
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<img src="https://img.shields.io/pypi/v/marlin-pytorch?style=flat-square">
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</a>
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<a href="https://pypi.org/project/marlin-pytorch/">
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<img src="https://img.shields.io/pypi/dm/marlin-pytorch?style=flat-square">
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</a>
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<a href="https://www.python.org/"><img src="https://img.shields.io/pypi/pyversions/marlin-pytorch?style=flat-square"></a>
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<a href="https://pytorch.org/"><img src="https://img.shields.io/badge/PyTorch-%3E%3D1.8.0-EE4C2C?style=flat-square&logo=pytorch"></a>
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<div align="center">
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<a href="https://github.com/ControlNet/MARLIN/actions"><img src="https://img.shields.io/github/actions/workflow/status/ControlNet/MARLIN/unittest.yaml?branch=dev&label=unittest&style=flat-square"></a>
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<a href="https://github.com/ControlNet/MARLIN/actions"><img src="https://img.shields.io/github/actions/workflow/status/ControlNet/MARLIN/release.yaml?branch=master&label=release&style=flat-square"></a>
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<a href="https://coveralls.io/github/ControlNet/MARLIN"><img src="https://img.shields.io/coverallsCoverage/github/ControlNet/MARLIN?style=flat-square"></a>
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</div>
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This repo is the official PyTorch implementation for the paper
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[MARLIN: Masked Autoencoder for facial video Representation LearnINg](https://openaccess.thecvf.com/content/CVPR2023/html/Cai_MARLIN_Masked_Autoencoder_for_Facial_Video_Representation_LearnINg_CVPR_2023_paper) (CVPR 2023).
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---
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# MARLIN: Masked Autoencoder for facial video Representation LearnINg
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This repo is the official PyTorch implementation for the paper
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[MARLIN: Masked Autoencoder for facial video Representation LearnINg](https://openaccess.thecvf.com/content/CVPR2023/html/Cai_MARLIN_Masked_Autoencoder_for_Facial_Video_Representation_LearnINg_CVPR_2023_paper) (CVPR 2023).
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