asheeshcric / awesome-contrastive-self-supervised-learningView external linksLinks
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
Sorting:
- PyTorch implementation of Contrastive Learning methods☆1,996Oct 4, 2023Updated 2 years ago
- A curated list of awesome self-supervised methods☆6,361Jul 3, 2024Updated last year
- Awesome Contrastive Learning for CV & NLP☆164Jul 31, 2021Updated 4 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,406Dec 26, 2023Updated 2 years ago
- Paper bank for Self-Supervised Learning☆584Mar 14, 2023Updated 2 years ago
- A list of contrastive Learning papers☆308Apr 13, 2022Updated 3 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆611May 1, 2025Updated 9 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,297Jun 25, 2023Updated 2 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,115Feb 3, 2026Updated last week
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,853May 24, 2024Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,293Mar 3, 2024Updated last year
- 📜 Self-Supervised Learning from Images: Up-to-date reading list.☆202Mar 29, 2022Updated 3 years ago
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,567Jan 7, 2025Updated last year
- A collection of AWESOME things about domain adaptation☆5,402Dec 8, 2025Updated 2 months ago
- Reading list for research topics in multimodal machine learning☆6,814Aug 20, 2024Updated last year
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,452May 22, 2023Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,550Jan 26, 2026Updated 2 weeks ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,484Mar 4, 2024Updated last year
- A curated list of prompt-based paper in computer vision and vision-language learning.☆928Dec 18, 2023Updated 2 years ago
- PyTorch implementation of Barlow Twins.☆1,003Mar 3, 2022Updated 3 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,088Apr 13, 2023Updated 2 years ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆761Apr 3, 2021Updated 4 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,711Feb 2, 2024Updated 2 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,304Aug 17, 2025Updated 5 months ago
- Reading list for research topics in Masked Image Modeling☆338Dec 3, 2024Updated last year
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆24,993Updated this week
- A curated list of long-tailed recognition resources.☆586Jun 13, 2023Updated 2 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,351Updated this week
- A python library for self-supervised learning on images.☆3,679Dec 19, 2025Updated last month
- A collection of resources and papers on Diffusion Models☆12,273Aug 1, 2024Updated last year
- Awesome Incremental Learning☆4,394Jan 29, 2026Updated 2 weeks ago
- A library for evaluating representations.☆77Nov 21, 2021Updated 4 years ago
- Recent Advances in Vision and Language PreTrained Models (VL-PTMs)☆1,155Aug 19, 2022Updated 3 years ago
- Awesome Transformers (self-attention) in Computer Vision☆269Jul 31, 2021Updated 4 years ago
- Collection of machine learning research paper references☆26Feb 23, 2025Updated 11 months ago
- Code release for SLIP Self-supervision meets Language-Image Pre-training☆787Feb 9, 2023Updated 3 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆285Mar 22, 2023Updated 2 years ago
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.☆565Dec 26, 2023Updated 2 years ago