A comprehensive list of awesome contrastive self-supervised learning papers.
☆1,311Sep 10, 2024Updated last year
Alternatives and similar repositories for awesome-contrastive-self-supervised-learning
Users that are interested in awesome-contrastive-self-supervised-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of Contrastive Learning methods☆1,996Oct 4, 2023Updated 2 years ago
- A curated list of awesome self-supervised methods☆6,384Feb 24, 2026Updated 2 months ago
- Awesome Contrastive Learning for CV & NLP☆165Jul 31, 2021Updated 4 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,437Dec 26, 2023Updated 2 years ago
- Paper bank for Self-Supervised Learning☆586Mar 14, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A list of contrastive Learning papers☆310Apr 13, 2022Updated 4 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆608May 1, 2025Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,302Jun 25, 2023Updated 2 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,130Feb 3, 2026Updated 3 months ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,851May 24, 2024Updated last year
- 📜 Self-Supervised Learning from Images: Up-to-date reading list.☆205Mar 29, 2022Updated 4 years ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆29Dec 8, 2022Updated 3 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,296Mar 3, 2024Updated 2 years ago
- A collection of AWESOME things about domain adaptation☆5,428Dec 8, 2025Updated 4 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,582Jan 7, 2025Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,492Mar 4, 2024Updated 2 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,488May 22, 2023Updated 2 years ago
- Reading list for research topics in multimodal machine learning☆6,863Aug 20, 2024Updated last year
- A curated list of prompt-based paper in computer vision and vision-language learning.☆925Dec 18, 2023Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,722Feb 2, 2024Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆1,007Mar 3, 2022Updated 4 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,559Apr 22, 2026Updated 2 weeks ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆756Apr 3, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A library for evaluating representations.☆80Nov 21, 2021Updated 4 years ago
- Collection of machine learning research paper references☆25Feb 23, 2025Updated last year
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,091Apr 13, 2023Updated 3 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,882Apr 27, 2026Updated last week
- Estimating Example Difficulty using Variance of Gradients☆66Jan 10, 2023Updated 3 years ago
- ☆14Jul 2, 2019Updated 6 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,739Apr 29, 2026Updated last week
- A python library for self-supervised learning on images.☆3,732Apr 23, 2026Updated last week
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆25,139Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 6 years ago
- A lightweight experimental logging library☆54Dec 23, 2025Updated 4 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,321Aug 17, 2025Updated 8 months ago
- Recent Advances in Vision and Language PreTrained Models (VL-PTMs)☆1,157Aug 19, 2022Updated 3 years ago
- Reading list for research topics in Masked Image Modeling☆335Dec 3, 2024Updated last year
- A curated list of long-tailed recognition resources.☆582Jun 13, 2023Updated 2 years ago
- A collection of resources and papers on Diffusion Models☆12,326Aug 1, 2024Updated last year