contrastive_learning_codes
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A list of Contrastive Learning Papers&Codes. Unsupervised: MoCo/SimCLR/SwAV/BYOL/SimSiam
Contrastive Learning Papers&Codes
A list of Contrastive Learning Papers&Codes
Computer Vision
| Title | Conference | Codes |
|---|---|---|
| MoCo - Momentum Contrast for Unsupervised Visual Representation Learning | CVPR20 | Torch(official) |
| MoCo v2 - Improved Baselines with Momentum Contrastive Learning | Torch(official) | |
| SimCLR - A Simple Framework for Contrastive Learning of Visual Representations | ICML20 | TF(official), Torch |
| SimCLR v2 - Big Self-Supervised Models are Strong Semi-Supervised Learners | NIPS20 | TF(official) |
| BYOL - Bootstrap your own latent: A new approach to self-supervised Learning | JAX(official), Torch | |
| SwAV - Unsupervised Learning of Visual Features by Contrasting Cluster Assignments | NIPS20 | Torch(official), Torch |
| SimSiam - Exploring Simple Siamese Representation Learning | Torch |
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