PyTorch implementation of Contrastive Learning methods
☆1,996Oct 4, 2023Updated 2 years ago
Alternatives and similar repositories for PyContrast
Users that are interested in PyContrast are comparing it to the libraries listed below
Sorting:
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,335Nov 10, 2020Updated 5 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,411Dec 26, 2023Updated 2 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,119Feb 3, 2026Updated 3 weeks ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,297Jun 25, 2023Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,089Apr 13, 2023Updated 2 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,456May 22, 2023Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,309Sep 10, 2024Updated last year
- A curated list of awesome self-supervised methods☆6,362Updated this week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,295Mar 3, 2024Updated last year
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆460Jul 16, 2022Updated 3 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,478Mar 4, 2024Updated last year
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Oct 12, 2021Updated 4 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆759Mar 25, 2021Updated 4 years ago
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.☆565Dec 26, 2023Updated 2 years ago
- A Pytorch-Lightning implementation of self-supervised algorithms☆544Apr 13, 2022Updated 3 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,425Oct 16, 2023Updated 2 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆285Mar 22, 2023Updated 2 years ago
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021☆361Oct 24, 2021Updated 4 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆546Jul 25, 2024Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"