HobbitLong / CMCLinks
[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
☆1,334Updated 5 years ago
Alternatives and similar repositories for CMC
Users that are interested in CMC are comparing it to the libraries listed below
Sorting:
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆757Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,996Updated 2 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆836Updated 3 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,220Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆500Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆867Updated 3 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,858Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆811Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Updated 4 years ago
- mixup: Beyond Empirical Risk Minimization☆1,197Updated 4 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆569Updated 5 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,086Updated 2 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆807Updated 6 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,470Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,306Updated 4 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,152Updated 4 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆606Updated 7 months ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆591Updated 4 years ago
- PyTorch implementation of Barlow Twins.☆1,002Updated 3 years ago
- ☆523Updated 2 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆992Updated last year
- Deep Clustering for Unsupervised Learning of Visual Features☆1,739Updated 4 years ago
- Deep Metric Learning☆781Updated 5 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Updated 4 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆652Updated 2 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆399Updated 5 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆574Updated 5 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,305Updated last year
- A simple method to perform semi-supervised learning with limited data.☆1,191Updated last year
- Exploring Self-attention for Image Recognition, CVPR2020.☆752Updated 5 years ago