YyzHarry / imbalanced-semi-selfView external linksLinks
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
☆761Apr 3, 2021Updated 4 years ago
Alternatives and similar repositories for imbalanced-semi-self
Users that are interested in imbalanced-semi-self are comparing it to the libraries listed below
Sorting:
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Oct 12, 2021Updated 4 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆571Jan 6, 2026Updated last month
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆698Dec 25, 2021Updated 4 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆668Nov 22, 2022Updated 3 years ago
- A curated list of long-tailed recognition resources.☆586Jun 13, 2023Updated 2 years ago
- Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)☆74Jul 15, 2022Updated 3 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆273Apr 8, 2023Updated 2 years ago
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库☆1,517Feb 25, 2025Updated 11 months ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆869Jul 16, 2022Updated 3 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆796May 11, 2023Updated 2 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆616Aug 29, 2021Updated 4 years ago
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆356Jun 22, 2022Updated 3 years ago
- [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond☆141Jan 26, 2023Updated 3 years ago
- A simple method to perform semi-supervised learning with limited data.☆1,202Jul 30, 2024Updated last year
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,406Dec 26, 2023Updated 2 years ago
- PyTorch implementation of Contrastive Learning methods☆1,996Oct 4, 2023Updated 2 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆61Nov 7, 2023Updated 2 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- [ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration☆475Nov 19, 2021Updated 4 years ago
- Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)☆95Nov 8, 2021Updated 4 years ago
- Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance"☆39Feb 11, 2022Updated 4 years ago
- ☆14Jul 2, 2019Updated 6 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,297Jun 25, 2023Updated 2 years ago
- Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)☆118Nov 23, 2021Updated 4 years ago
- Collection of machine learning research paper references☆26Feb 23, 2025Updated 11 months ago
- [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression☆911Mar 22, 2022Updated 3 years ago
- ☆1,145Mar 24, 2023Updated 2 years ago
- A lightweight experimental logging library☆52Dec 23, 2025Updated last month
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,853May 24, 2024Updated last year
- The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/a…☆201Oct 3, 2023Updated 2 years ago
- Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.☆73Jun 8, 2022Updated 3 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆989May 30, 2025Updated 8 months ago
- [CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning☆106Oct 4, 2021Updated 4 years ago
- SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]☆1,458Jul 27, 2023Updated 2 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆700Dec 24, 2021Updated 4 years ago
- A PyTorch implementation of SSCR☆23Aug 12, 2024Updated last year
- PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch☆453Mar 13, 2023Updated 2 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆575Sep 14, 2020Updated 5 years ago