HobbitLong / CMCLinks
[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
☆1,325Updated 4 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☆754Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,984Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆829Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,045Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆789Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆492Updated 3 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,196Updated 2 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆808Updated 6 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,827Updated 11 months ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆559Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆971Updated 3 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 4 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆989Updated 8 months ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆866Updated 2 years ago
- mixup: Beyond Empirical Risk Minimization☆1,181Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,403Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆593Updated last month
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆586Updated 3 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,272Updated 3 years ago
- Exploring Self-attention for Image Recognition, CVPR2020.☆752Updated 5 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆636Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆982Updated 3 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,276Updated 9 months ago
- Keras implementation of Representation Learning with Contrastive Predictive Coding☆540Updated 6 years ago
- A state-of-the-art semi-supervised method for image recognition☆1,625Updated 4 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆541Updated 10 months ago
- ☆518Updated last year
- My best practice of training large dataset using PyTorch.☆1,100Updated last year
- Deep Clustering for Unsupervised Learning of Visual Features☆1,718Updated 3 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆590Updated 4 years ago