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Junnan Li authored Sep 20, 2022
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## Align before Fuse: Vision and Language Representation Learning with Momentum Distillation, NeurIPS 2021 Spotlight (Salesforce Research).

## Announcement: Code and models for ALBEF has been migrated to [LAVIS](https://github.com/salesforce/LAVIS) - a one-stop library for language-and-vision research and applications!
## Announcement: ALBEF is now officially integrated into [LAVIS](https://github.com/salesforce/LAVIS) - a one-stop library for language-and-vision research and applications!

This is the official PyTorch implementation of the <a href="https://arxiv.org/abs/2107.07651">ALBEF paper</a> <a href="https://blog.salesforceairesearch.com/align-before-fuse/">[Blog]</a>.
This repository supports pre-training on custom datasets, as well as finetuning on VQA, SNLI-VE, NLVR2, Image-Text Retrieval on MSCOCO and Flickr30k,
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