chingyaoc / DCLLinks
NeurIPS 2020, Debiased Contrastive Learning
☆285Updated 2 years ago
Alternatives and similar repositories for DCL
Users that are interested in DCL are comparing it to the libraries listed below
Sorting:
- Awesome Contrastive Learning for CV & NLP☆164Updated 4 years ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆460Updated 3 years ago
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆143Updated last year
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆279Updated 4 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆547Updated last year
- Whitening for Self-Supervised Representation Learning | Official repository☆134Updated 3 years ago
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆175Updated last year
- Learning deep representations by mutual information estimation and maximization☆322Updated 7 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 5 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Updated 5 years ago
- ☆131Updated 3 years ago
- ☆81Updated 2 years ago
- Official Implementation of ICML 2019 Unsupervised label noise modeling and loss correction☆225Updated 5 years ago
- MoCo with Alignment and Uniformity Loss.☆63Updated 4 years ago
- Supplementary code for the paper "Hyperbolic Image Embeddings".☆392Updated 4 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆270Updated 4 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆502Updated 3 years ago
- Code for the paper "Adversarial Self-supervised Contrastive Learning" (NeurIPS 2020)☆174Updated 3 years ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆495Updated last year
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆211Updated last year
- Implementation of Barlow Twins paper☆98Updated 3 years ago
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆191Updated 4 years ago
- PyTorch implementation of the paper "Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels" in NIPS 2018☆130Updated 6 years ago
- Pretrained SimCLRv2 models in Pytorch☆105Updated 5 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆107Updated 5 years ago
- ICLR 2021 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning☆80Updated 2 years ago
- Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning☆121Updated last year
- Virtual Adversarial Training (VAT) implementation for PyTorch☆296Updated 7 years ago
- Experiments with supervised contrastive learning methods with different loss functions☆224Updated 3 years ago
- Understanding Training Dynamics of Deep ReLU Networks☆306Updated 3 months ago