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contrastive_learning_codes

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A list of Contrastive Learning Papers&Codes. Unsupervised: MoCo/SimCLR/SwAV/BYOL/SimSiam

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# Contrastive Learning Papers&Codes
A list of Contrastive Learning Papers&amp;Codes

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# Computer Vision

Title  | Conference | Codes
------------- | ------------- | -------------
[MoCo - Momentum Contrast for Unsupervised Visual Representation Learning](https://arxiv.org/pdf/1911.05722.pdf) | CVPR20 | [Torch(official)](https://github.com/facebookresearch/moco)
[MoCo v2 - Improved Baselines with Momentum Contrastive Learning](https://arxiv.org/pdf/2003.04297.pdf) |  | [Torch(official)](https://github.com/facebookresearch/moco)
[SimCLR - A Simple Framework for Contrastive Learning of Visual Representations](https://arxiv.org/pdf/2002.05709.pdf) | ICML20 | [TF(official)](https://github.com/google-research/simclr), [Torch](https://github.com/PatrickHua/SimSiam/blob/main/models/simclr.py)
[SimCLR v2 - Big Self-Supervised Models are Strong Semi-Supervised Learners]() | NIPS20 | [TF(official)](https://github.com/google-research/simclr)
[BYOL - Bootstrap your own latent: A new approach to self-supervised Learning](https://arxiv.org/pdf/2006.07733.pdf) | | [JAX(official)](https://github.com/deepmind/deepmind-research/tree/master/byol), [Torch](https://github.com/PatrickHua/SimSiam/blob/main/models/byol.py)
[SwAV - Unsupervised Learning of Visual Features by Contrasting Cluster Assignments](https://arxiv.org/pdf/2006.09882.pdf) | NIPS20 |  [Torch(official)](https://github.com/facebookresearch/swav), [Torch](https://github.com/PatrickHua/SimSiam/blob/main/models/swav.py)
[SimSiam - Exploring Simple Siamese Representation Learning](https://arxiv.org/pdf/2011.10566.pdf) | | [Torch](https://github.com/PatrickHua/SimSiam/blob/main/models/simsiam.py)

# About Me
我叫rumor，是一个做AI的妹子，主业NLP，目前想学CV以及各种。平常会在[知乎](https://www.zhihu.com/people/rumor-lee)/微信上分享AI干货和好玩的日常，欢迎关注我的微信公众号，带你学习带你肝～

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