wvangansbeke / Self-Supervised-Learning-Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
☆195Updated 2 years ago
Alternatives and similar repositories for Self-Supervised-Learning-Overview:
Users that are interested in Self-Supervised-Learning-Overview are comparing it to the libraries listed below
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆266Updated last year
- Awesome Contrastive Learning for CV & NLP☆162Updated 3 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆576Updated 2 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆181Updated last year
- A curated list of long-tailed recognition resources.☆584Updated last year
- Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch☆257Updated 3 years ago
- Paper bank for Self-Supervised Learning☆579Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆481Updated 2 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆146Updated 3 years ago
- Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.☆552Updated last year
- Self-supervised vIsion Transformer (SiT)☆325Updated 2 years ago
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆149Updated 2 years ago
- A collection of awesome things about mixed sample data augmentation☆131Updated 4 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆563Updated 5 months ago
- ICLR 2021, Contrastive Learning with Hard Negative Samples☆258Updated 3 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆472Updated 3 years ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆128Updated 3 years ago
- ☆130Updated 2 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆150Updated 2 years ago
- Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learni…☆148Updated 4 years ago
- Unofficial PyTorch implementation of "Meta Pseudo Labels"☆387Updated last year
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆446Updated last year
- Awesome Transformers (self-attention) in Computer Vision☆268Updated 3 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆197Updated 9 months ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆80Updated 4 years ago
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆293Updated last year
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆146Updated 2 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆225Updated 4 years ago