AidenDurrant / SimCLR-Pytorch
An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR
☆31Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for SimCLR-Pytorch
- Official implementation of paper Gradient Matching for Domain Generalization☆116Updated 2 years ago
- SwAV for CIFAR-10, adapted from https://github.com/facebookresearch/swav☆28Updated 3 years ago
- ICLR 2021 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning☆77Updated 10 months ago
- MoCo with Alignment and Uniformity Loss.☆61Updated 2 years ago
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated last year
- Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"☆54Updated 4 years ago
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆89Updated 4 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆55Updated 4 years ago
- A PyTorch converter for SimCLR checkpoints☆106Updated 3 years ago
- ☆58Updated 2 years ago
- Generalizing to unseen domains via distribution matching☆70Updated 4 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Updated 2 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆125Updated last year
- Weakly Supervised Contrastive Learning☆39Updated 3 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆104Updated 2 years ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆126Updated 3 years ago
- [NeurIPS 2017] [ICML 2019] Code for complementary-label learning☆45Updated 9 months ago
- [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”☆96Updated 2 years ago
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Updated 4 years ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆81Updated 4 years ago
- PyTorch implementation of "Contrast to Divide: self-supervised pre-training for learning with noisy labels"☆70Updated 3 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆95Updated last year
- Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)☆70Updated 2 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆181Updated last year
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆30Updated 4 years ago
- Pretrained SimCLRv2 models in Pytorch☆104Updated 4 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆146Updated last year
- Official Pytorch implementation of "Learning Debiased Representation via Disentangled Feature Augmentation (Neurips 2021, Oral)"☆98Updated last year
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆72Updated 4 years ago
- A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.☆78Updated 3 years ago