ivanpanshin / SupCon-FrameworkLinks
Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks
☆169Updated 3 years ago
Alternatives and similar repositories for SupCon-Framework
Users that are interested in SupCon-Framework are comparing it to the libraries listed below
Sorting:
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆299Updated 2 years ago
- ☆219Updated 3 years ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆327Updated 2 years ago
- SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)☆130Updated 4 years ago
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆345Updated 3 years ago
- Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)☆156Updated 4 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆546Updated last year
- ☆428Updated 4 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
- Highly efficient PyTorch version of the Semi-hard Triplet loss ⚡️☆120Updated 3 years ago
- This is the official implementation of TrivialAugment and a mini-library for the application of multiple image augmentation strategies in…☆165Updated 2 years ago
- PyTorch implementation of "Contrast to Divide: self-supervised pre-training for learning with noisy labels"☆71Updated 4 years ago
- Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository☆204Updated 3 years ago
- ☆147Updated 4 years ago
- EsViT: Efficient self-supervised Vision Transformers☆411Updated 2 years ago
- Implementation of Online Label Smoothing in PyTorch☆95Updated 3 years ago
- Domain adaptation made easy. Fully featured, modular, and customizable.☆391Updated 2 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆545Updated 3 years ago
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- Pretrained SimCLRv2 models in Pytorch☆105Updated 5 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆211Updated last year
- Tool box for PyTorch☆188Updated 8 months ago
- TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".☆87Updated 3 years ago
- Addressing Failure Prediction by Learning Model Confidence☆173Updated 3 years ago
- Experiments with supervised contrastive learning methods with different loss functions☆223Updated 3 years ago
- PyTorch implementations of `BatchSampler` that under/over sample according to a chosen parameter alpha, in order to create a balanced tra…☆85Updated 6 years ago
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆67Updated 2 years ago
- Unofficial PyTorch implementation of "Meta Pseudo Labels"☆390Updated last year
- When Does Label Smoothing Help?_pytorch_implementationimp☆126Updated 5 years ago
- A GridMixup augmentation, inspired by GridMask and CutMix☆42Updated 4 years ago