HobbitLong / SupContrastLinks
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
☆3,310Updated last year
Alternatives and similar repositories for SupContrast
Users that are interested in SupContrast are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,414Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,985Updated last year
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,831Updated 11 months ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,307Updated 2 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,006Updated last week
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,046Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,201Updated 2 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,268Updated 2 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,278Updated 9 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,176Updated 2 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆790Updated last year
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,325Updated 4 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,274Updated 3 years ago
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆2,053Updated 3 years ago
- A curated list of resources for Learning with Noisy Labels☆2,683Updated 2 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,493Updated last month
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,245Updated 8 months ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,343Updated last year
- Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners☆2,658Updated last year
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize …☆1,905Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,284Updated last year
- PyTorch implementation of Barlow Twins.☆983Updated 3 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,354Updated last year
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆560Updated 4 years ago
- Official DeiT repository☆4,225Updated last year
- Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-…☆2,216Updated last week
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,892Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆493Updated 3 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,522Updated 6 months ago