HobbitLong / CMCLinks
[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
☆1,324Updated 4 years ago
Alternatives and similar repositories for CMC
Users that are interested in CMC are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Contrastive Learning methods☆1,986Updated last year
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆755Updated 4 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆831Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,047Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,204Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆493Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆789Updated last year
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆807Updated 6 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,832Updated 11 months ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆866Updated 2 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆561Updated 4 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,414Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,276Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆973Updated 3 years ago
- mixup: Beyond Empirical Risk Minimization☆1,183Updated 3 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,720Updated 3 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,278Updated 10 months ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆595Updated 2 months ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆989Updated 9 months ago
- ☆519Updated last year
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 5 years ago
- source code to ICLR'19, 'A Closer Look at Few-shot Classification'☆1,147Updated 3 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆652Updated last year
- PyTorch implementation of Barlow Twins.☆985Updated 3 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆590Updated 4 years ago
- Deep Metric Learning☆781Updated 4 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆586Updated 3 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆637Updated 2 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆573Updated 5 years ago
- Exploring Self-attention for Image Recognition, CVPR2020.☆752Updated 5 years ago