dev-sungman / Awesome-Self-Supervised-PapersView external linksLinks
Paper bank for Self-Supervised Learning
β584Mar 14, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-Self-Supervised-Papers
Users that are interested in Awesome-Self-Supervised-Papers are comparing it to the libraries listed below
Sorting:
- A curated list of awesome self-supervised methodsβ6,361Jul 3, 2024Updated last year
- π Self-Supervised Learning from Images: Up-to-date reading list.β202Mar 29, 2022Updated 3 years ago
- PyTorch implementation of Contrastive Learning methodsβ1,996Oct 4, 2023Updated 2 years ago
- A comprehensive list of awesome contrastive self-supervised learning papers.β1,311Sep 10, 2024Updated last year
- [NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.β289Oct 10, 2021Updated 4 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.β3,293Mar 3, 2024Updated last year
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)β547Jul 25, 2024Updated last year
- OpenMMLab Self-Supervised Learning Toolbox and Benchmarkβ3,297Jun 25, 2023Updated 2 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882β2,088Apr 13, 2023Updated 2 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"β611May 1, 2025Updated 9 months ago
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.β565Dec 26, 2023Updated 2 years ago
- Awesome Transformers (self-attention) in Computer Visionβ269Jul 31, 2021Updated 4 years ago
- π An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.β1,853May 24, 2024Updated last year
- Scaling and Benchmarking Self-Supervised Visual Representation Learningβ588Oct 12, 2021Updated 4 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDisβ1,336Nov 10, 2020Updated 5 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722β5,115Feb 3, 2026Updated last week
- NeurIPS 2020, Debiased Contrastive Learningβ285Mar 22, 2023Updated 2 years ago
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)β3,567Jan 7, 2025Updated last year
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.β151Aug 10, 2022Updated 3 years ago
- A curated list of resources for Learning with Noisy Labelsβ2,719May 3, 2025Updated 9 months ago
- A collection of AWESOME things about domain adaptationβ5,402Dec 8, 2025Updated 2 months ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learnersβ4,452May 22, 2023Updated 2 years ago
- PyTorch implementation of Barlow Twins.β1,003Mar 3, 2022Updated 3 years ago
- A Pytorch-Lightning implementation of self-supervised algorithmsβ545Apr 13, 2022Updated 3 years ago
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021β359Oct 24, 2021Updated 4 years ago
- PyTorch Implementation of Region Similarity Representation Learning (ReSim)β89Jul 27, 2021Updated 4 years ago
- Improving Contrastive Learning by Visualizing Feature Transformation, ICCV 2021 Oralβ90Oct 11, 2021Updated 4 years ago
- A curated list of long-tailed recognition resources.β586Jun 13, 2023Updated 2 years ago
- Awesome Contrastive Learning for CV & NLPβ164Jul 31, 2021Updated 4 years ago
- Implementation of momentum^2 teacherβ122Jan 27, 2021Updated 5 years ago
- Collections of self-supervised methods, based on cvpods.β58Aug 21, 2021Updated 4 years ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2β¦β460Jul 16, 2022Updated 3 years ago
- Code release for "Self-Tuning for Data-Efficient Deep Learning" (ICML 2021)β112Jul 29, 2021Updated 4 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)β471Apr 10, 2025Updated 10 months ago
- A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]β290Apr 6, 2021Updated 4 years ago
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural networkβ150Mar 12, 2021Updated 4 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Ehβ¦β229Feb 13, 2020Updated 6 years ago
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINOβ7,443Jul 3, 2024Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recogβ¦β1,199Mar 1, 2024Updated last year