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☆1,987Updated last year
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆755Updated 4 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 3 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆494Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆788Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,835Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,049Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,205Updated 2 years ago
- mixup: Beyond Empirical Risk Minimization☆1,185Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆867Updated 3 years ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆563Updated 4 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆809Updated 6 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Updated 3 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,279Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,420Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆597Updated 3 months ago
- PyTorch implementation of Barlow Twins.☆987Updated 3 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,723Updated 3 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆991Updated 9 months ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 5 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆590Updated 4 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,284Updated 10 months ago
- Source code for "On the Relationship between Self-Attention and Convolutional Layers"☆1,106Updated 2 years ago
- Deep Metric Learning☆782Updated 4 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Updated 3 years ago
- ☆519Updated last year
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆653Updated last year
- A simple method to perform semi-supervised learning with limited data.☆1,171Updated last year
- ☆1,141Updated 2 years ago
- A state-of-the-art semi-supervised method for image recognition☆1,634Updated 4 years ago