HobbitLong / CMC
[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
☆1,322Updated 4 years ago
Alternatives and similar repositories for CMC:
Users that are interested in CMC are comparing it to the libraries listed below
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆750Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,971Updated last year
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,033Updated 2 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,809Updated 9 months ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,189Updated 2 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆786Updated 10 months ago
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆555Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆966Updated 3 years ago
- mixup: Beyond Empirical Risk Minimization☆1,177Updated 3 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,258Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,384Updated last year
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆858Updated 2 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆808Updated 5 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆583Updated 2 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆988Updated 6 months ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆586Updated 3 years ago
- PyTorch implementation of Barlow Twins.☆978Updated 3 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,266Updated 7 months ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆588Updated 3 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 4 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,708Updated 3 years ago
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".☆652Updated 3 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,247Updated last year
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆646Updated last year
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.☆557Updated last year
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆538Updated 8 months ago
- ☆518Updated last year
- Exploring Self-attention for Image Recognition, CVPR2020.☆753Updated 4 years ago